GARCH Example on Simulated Data v2
189
Worksheet (Raw Data) 1. Input arbitrary parameters in cells H5-7. 2. Check the conditions in column H to align with personal peferences Such as the annualized volatility estimates, stability, and persistence 3. Copy the columns A - E Worksheet (Data) 4. PasteSpecial Values in the corresponding columns 5. Click on Tools, and choose Solver.The restrictions should already appear in menubox. Worksheet (GARCH) 6. Depending on the initial parameters and the arbitrary parameters, the user may see how well the GARCH model fit the volatility of the data in a graph. Worksheet (Autocorrelations) The user may check to confirm visually the autocorrelations of the orginal dataset and compare to the GARCH fitted dataset. Worksheet (Ljung-Box Statistic) The user may check to see by this statistical test, to see if if the autocorrelations were succussfully removed by the fitting of the GARCH process.
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Transcript of GARCH Example on Simulated Data v2
Worksheet (Raw Data)
1. Input arbitrary parameters in cells H5-7.
2. Check the conditions in column H to align with personal peferences
Such as the annualized volatility estimates, stability, and persistence
3. Copy the columns A - E
Worksheet (Data)
4. PasteSpecial Values in the corresponding columns
5. Click on Tools, and choose Solver.The restrictions should already appear in menubox.
Worksheet (GARCH)
6. Depending on the initial parameters and the arbitrary parameters,
the user may see how well the GARCH model fit the volatility of the data in a graph.
Worksheet (Autocorrelations)
The user may check to confirm visually the autocorrelations of the orginal
dataset and compare to the GARCH fitted dataset.
Worksheet (Ljung-Box Statistic)
The user may check to see by this statistical test, to see if
if the autocorrelations were succussfully removed by the fitting of the
GARCH process.
Raw Simulated Data
Random
Data m s2
s
1 1/3/2000
2 1/4/2000 -0.0278 0.001923077 0.043853 w 0.00005
3 1/5/2000 -0.0381 0.001860853 0.043138 a 0.054
4 1/6/2000 -0.0237 0.001840331 0.042899 b 0.92
5 1/7/2000 -0.0038 0.001773484 0.042113
6 1/10/2000 -0.0332 0.001682377 0.041017 g 0.026
7 1/11/2000 0.0482 0.001657275 0.04071
8 1/12/2000 0.0276 0.001700273 0.041234 Long run volatility
9 1/13/2000 -0.0024 0.001655334 0.040686 s 4.39%
10 1/14/2000 0.0070 0.001573213 0.039664 Annualized σ 69.61%
11 1/17/2000 -0.0283 0.001499998 0.03873
12 1/18/2000 0.0613 0.001473226 0.038383 Restrictions
13 1/19/2000 -0.0382 0.00160828 0.040103 a + b + g = 1 YES
14 1/20/2000 0.0326 0.001608405 0.040105 a , b ,g ≥ 0 YES
15 1/21/2000 -0.0090 0.001587049 0.039838
16 1/24/2000 -0.0432 0.001514474 0.038916 For process to be stable
17 1/25/2000 0.0456 0.001544174 0.039296 a + b < 1 YES
18 1/26/2000 0.0051 0.0015827 0.039783
19 1/27/2000 0.0292 0.001507498 0.038827 if not stable, long run
20 1/28/2000 -0.0366 0.001483082 0.038511 variance will be negative
21 1/31/2000 0.0400 0.001486961 0.038561
22 2/1/2000 -0.0178 0.001504604 0.038789 Pesistance
23 2/2/2000 -0.0241 0.001451383 0.038097 a + b 0.974
24 2/3/2000 0.0314 0.001416676 0.037639 Defines the speed at which
25 2/4/2000 0.0149 0.001406685 0.037506 the shocks to the variance
26 2/7/2000 -0.0212 0.001356167 0.036826 revert to the long run variance
27 2/8/2000 -0.0406 0.001322008 0.036359 The lower the persistance the
28 2/9/2000 0.0018 0.001355041 0.036811 faster to revert to mean
29 2/10/2000 -0.0175 0.001296814 0.036011
30 2/11/2000 -0.0763 0.001259695 0.035492
31 2/14/2000 -0.0629 0.001523636 0.039034
32 2/15/2000 0.0631 0.001665476 0.04081 For EWMA
33 2/16/2000 -0.0734 0.001797585 0.042398 Set w = 0, a = 1 - l, b = l
34 2/17/2000 0.0150 0.001994311 0.044658 RiskMetric (l=0.95 monthly) and (l=0.97 daily)
35 2/18/2000 -0.0253 0.001896929 0.043554
36 2/21/2000 -0.0125 0.001829644 0.042774
37 2/22/2000 0.0646 0.001741661 0.041733
38 2/23/2000 0.0242 0.00187776 0.043333
39 2/24/2000 0.0818 0.001809241 0.042535
40 2/25/2000 0.0263 0.002076043 0.045564
41 2/28/2000 0.0129 0.001997422 0.044693
42 2/29/2000 -0.1206 0.001896552 0.043549
43 3/1/2000 -0.0003 0.00258039 0.050798
44 3/2/2000 -0.0430 0.002423964 0.049234
45 3/3/2000 -0.0678 0.002380074 0.048786
46 3/6/2000 0.0369 0.002488015 0.04988
47 3/7/2000 -0.0208 0.002412494 0.049117
Arbitrary Parameters
48 3/8/2000 -0.0178 0.002292904 0.047884
49 3/9/2000 -0.0180 0.002176627 0.046654
50 3/10/2000 -0.0306 0.002070031 0.045498
51 3/13/2000 0.0017 0.002005027 0.044778
52 3/14/2000 -0.0320 0.001894782 0.043529
53 3/15/2000 0.0459 0.001848544 0.042995
54 3/16/2000 0.0454 0.001864388 0.043179
55 3/17/2000 0.0346 0.001876499 0.043319
56 3/20/2000 0.0003 0.001840971 0.042907
57 3/21/2000 0.0040 0.001743697 0.041758
58 3/22/2000 0.0115 0.001655065 0.040682
59 3/23/2000 -0.0365 0.001579779 0.039746
60 3/24/2000 -0.0149 0.001575151 0.039688
61 3/27/2000 -0.0638 0.001511085 0.038873
62 3/28/2000 -0.0092 0.001660022 0.040743
63 3/29/2000 0.0114 0.001581828 0.039772
64 3/30/2000 0.0073 0.001512339 0.038889
65 3/31/2000 0.0676 0.001444231 0.038003
66 4/3/2000 -0.0184 0.001625274 0.040315
67 4/4/2000 0.0124 0.001563489 0.039541
68 4/5/2000 0.0394 0.001496767 0.038688
69 4/6/2000 0.0573 0.00151094 0.038871
70 4/7/2000 0.0859 0.001617429 0.040217
71 4/10/2000 -0.0664 0.001936326 0.044004
72 4/11/2000 -0.0040 0.002069244 0.045489
73 4/12/2000 -0.0713 0.001954553 0.04421
74 4/13/2000 -0.0739 0.00212251 0.046071
75 4/14/2000 0.0733 0.002297371 0.047931
76 4/17/2000 0.0121 0.002453686 0.049535
77 4/18/2000 -0.0225 0.002315356 0.048118
78 4/19/2000 0.0289 0.002207509 0.046984
79 4/20/2000 0.0184 0.002126101 0.04611
80 4/25/2000 0.0298 0.002024343 0.044993
81 4/26/2000 0.0834 0.001960355 0.044276
82 4/27/2000 -0.0120 0.002228951 0.047212
83 4/28/2000 -0.0276 0.002108449 0.045918
84 5/2/2000 -0.0038 0.002030997 0.045067
85 5/3/2000 0.0300 0.001919284 0.04381
86 5/4/2000 -0.0343 0.001864225 0.043177
87 5/5/2000 0.0021 0.001828566 0.042762
88 5/8/2000 -0.0314 0.001732511 0.041623
89 5/9/2000 -0.0455 0.001697008 0.041195
90 5/10/2000 0.0137 0.001722958 0.041509
91 5/11/2000 0.0260 0.001645306 0.040562
92 5/12/2000 -0.0372 0.001600108 0.040001
93 5/15/2000 -0.0215 0.00159698 0.039962
94 5/16/2000 -0.0136 0.00154422 0.039297
95 5/17/2000 -0.0512 0.00148067 0.038479
96 5/18/2000 -0.0464 0.001553614 0.039416
97 5/19/2000 -0.0136 0.001595569 0.039945
98 5/22/2000 -0.0411 0.001527847 0.039088
99 5/23/2000 -0.0254 0.001546712 0.039328
100 5/24/2000 -0.0105 0.001507804 0.03883
101 5/25/2000 -0.0351 0.00144317 0.037989
102 5/26/2000 0.0579 0.001444072 0.038001
103 5/29/2000 -0.0440 0.001559882 0.039495
104 5/30/2000 0.0367 0.001589639 0.03987
105 5/31/2000 -0.0085 0.00158518 0.039814
106 6/1/2000 -0.0819 0.001512267 0.038888
107 6/2/2000 -0.0290 0.001803063 0.042462
108 6/5/2000 -0.0465 0.001754313 0.041885
109 6/6/2000 0.0634 0.001780594 0.042197
110 6/7/2000 0.0610 0.001905185 0.043648
111 6/8/2000 0.0029 0.002003791 0.044764
112 6/9/2000 0.0165 0.001893938 0.043519
113 6/12/2000 0.0753 0.001807201 0.042511
114 6/13/2000 0.0274 0.002019178 0.044935
115 6/14/2000 0.0135 0.001948227 0.044139
116 6/15/2000 0.0621 0.001852251 0.043038
117 6/16/2000 0.0247 0.001962613 0.044301
118 6/19/2000 -0.0182 0.001888604 0.043458
119 6/20/2000 -0.0211 0.001805349 0.042489
120 6/21/2000 0.0023 0.001735069 0.041654
121 6/22/2000 -0.0332 0.001646547 0.040578
122 6/23/2000 -0.0024 0.001624497 0.040305
123 6/26/2000 -0.0150 0.00154484 0.039304
124 6/27/2000 -0.0219 0.001483431 0.038515
125 6/28/2000 0.0251 0.001440601 0.037955
126 6/29/2000 0.0135 0.001409329 0.037541
127 6/30/2000 -0.0126 0.001356483 0.03683
128 7/3/2000 -0.0054 0.00130656 0.036146
129 7/4/2000 0.0365 0.001253639 0.035407
130 7/5/2000 -0.0328 0.001275387 0.035713
131 7/6/2000 0.0308 0.001281449 0.035797
132 7/7/2000 0.0394 0.001280063 0.035778
133 7/10/2000 0.0173 0.001311416 0.036213
134 7/11/2000 -0.0603 0.001272625 0.035674
135 7/12/2000 -0.0643 0.001417436 0.037649
136 7/13/2000 0.0405 0.001577453 0.039717
137 7/14/2000 -0.0361 0.001589833 0.039873
138 7/17/2000 -0.0066 0.00158295 0.039786
139 7/18/2000 -0.0964 0.001508671 0.038842
140 7/19/2000 -0.0190 0.001939541 0.04404
141 7/20/2000 0.0325 0.001853909 0.043057
142 7/21/2000 0.0704 0.001812724 0.042576
143 7/24/2000 -0.0016 0.001985106 0.044555
144 7/25/2000 0.0044 0.001876431 0.043318
145 7/26/2000 0.0312 0.001777365 0.042159
146 7/27/2000 0.0123 0.001737584 0.041684
147 7/28/2000 -0.0012 0.001656742 0.040703
148 7/31/2000 -0.0141 0.001574285 0.039677
149 8/1/2000 -0.0768 0.001509145 0.038848
150 8/2/2000 -0.0817 0.001756573 0.041911
151 8/3/2000 0.0362 0.002026901 0.045021
152 8/4/2000 0.0442 0.001985475 0.044559
153 8/7/2000 0.0238 0.001981951 0.044519
154 8/8/2000 -0.0254 0.001904002 0.043635
155 8/9/2000 -0.0342 0.001836613 0.042856
156 8/10/2000 0.0527 0.001802781 0.042459
157 8/11/2000 -0.0072 0.001858536 0.043111
158 8/14/2000 0.0420 0.001762638 0.041984
159 8/16/2000 0.0132 0.001767078 0.042037
160 8/17/2000 -0.0097 0.001685169 0.041051
161 8/18/2000 0.0077 0.001605457 0.040068
162 8/21/2000 -0.0536 0.001530217 0.039118
163 8/22/2000 0.0186 0.001613101 0.040163
164 8/23/2000 0.0471 0.001552709 0.039404
165 8/24/2000 -0.0170 0.001598082 0.039976
166 8/25/2000 -0.0445 0.001535917 0.039191
167 8/28/2000 0.0069 0.001570108 0.039625
168 8/29/2000 0.0403 0.001497104 0.038692
169 8/30/2000 -0.0822 0.001515212 0.038926
170 8/31/2000 -0.0010 0.001808989 0.042532
171 9/1/2000 -0.0286 0.001714319 0.041404
172 9/4/2000 0.0536 0.001671463 0.040884
173 9/5/2000 0.0526 0.001742762 0.041746
174 9/6/2000 -0.0368 0.001802877 0.04246
175 9/7/2000 0.1093 0.001781859 0.042212
176 9/8/2000 -0.0182 0.002334292 0.048315
177 9/11/2000 0.0102 0.002215361 0.047068
178 9/12/2000 0.0440 0.002093713 0.045757
179 9/13/2000 0.0632 0.002080683 0.045615
180 9/14/2000 -0.0358 0.002180028 0.046691
181 9/15/2000 -0.0314 0.002124676 0.046094
182 9/18/2000 -0.0341 0.002057853 0.045364
183 9/19/2000 0.0214 0.002006124 0.04479
184 9/20/2000 0.0043 0.001920297 0.043821
185 9/21/2000 -0.0173 0.001817691 0.042634
186 9/22/2000 0.0112 0.001738517 0.041696
187 9/25/2000 -0.0480 0.001656152 0.040696
188 9/26/2000 0.0063 0.001698304 0.04121
189 9/27/2000 0.0285 0.001614594 0.040182
190 9/28/2000 0.0329 0.001579267 0.03974
191 9/29/2000 0.0683 0.001561385 0.039514
192 10/2/2000 -0.0587 0.00173874 0.041698
193 10/3/2000 -0.0166 0.001835469 0.042842
194 10/4/2000 -0.0314 0.001753593 0.041876
195 10/5/2000 0.0435 0.001716441 0.04143
196 10/6/2000 -0.0207 0.001731509 0.041611
197 10/9/2000 -0.0133 0.001666212 0.040819
198 10/10/2000 -0.0026 0.001592467 0.039906
199 10/11/2000 -0.0264 0.001515433 0.038929
200 10/12/2000 0.0784 0.001481836 0.038495
201 10/13/2000 -0.0792 0.001745316 0.041777
202 10/16/2000 0.0084 0.001994535 0.04466
203 10/17/2000 -0.0062 0.001888784 0.04346
204 10/18/2000 -0.0083 0.001789782 0.042306
205 10/19/2000 0.0294 0.001700337 0.041235
206 10/20/2000 -0.0063 0.001661082 0.040756
207 10/23/2000 0.0111 0.001580339 0.039753
208 10/24/2000 0.0401 0.001510513 0.038865
209 10/25/2000 0.0514 0.001526379 0.039069
210 10/26/2000 0.0048 0.001596795 0.03996
211 10/27/2000 0.0067 0.001520287 0.038991
212 10/30/2000 0.0528 0.001451081 0.038093
213 10/31/2000 0.0036 0.001535408 0.039184
214 11/1/2000 -0.1015 0.00146328 0.038253
215 11/2/2000 0.0498 0.001952376 0.044186
216 11/3/2000 0.0231 0.001980166 0.044499
217 11/6/2000 -0.0181 0.001900643 0.043596
218 11/7/2000 0.0750 0.001816229 0.042617
219 11/8/2000 -0.0310 0.002024708 0.044997
220 11/9/2000 -0.0354 0.001964757 0.044326
221 11/10/2000 0.0293 0.001925179 0.043877
222 11/13/2000 0.1073 0.001867439 0.043214
223 11/14/2000 -0.0777 0.002390142 0.048889
224 11/15/2000 -0.0301 0.002575223 0.050747
225 11/16/2000 0.0285 0.002468051 0.049679
226 11/17/2000 -0.1141 0.002364325 0.048624
227 11/20/2000 0.0483 0.002928262 0.054113
228 11/21/2000 0.0680 0.00286981 0.053571
229 11/22/2000 -0.0029 0.002939568 0.054218
230 11/23/2000 -0.0234 0.002754861 0.052487
231 11/24/2000 0.0496 0.002614035 0.051128
232 11/27/2000 -0.0558 0.002587708 0.05087
233 11/28/2000 0.0300 0.002598685 0.050977
234 11/29/2000 0.0333 0.002489387 0.049894
235 11/30/2000 -0.0301 0.002400043 0.04899
236 12/1/2000 0.0370 0.002307096 0.048032
237 12/4/2000 0.0711 0.002246578 0.047398
238 12/5/2000 0.0504 0.002390006 0.048888
239 12/6/2000 0.0025 0.00238617 0.048848
240 12/7/2000 -0.0492 0.002245606 0.047388
241 12/8/2000 -0.0070 0.002246781 0.0474
242 12/11/2000 -0.0321 0.002119692 0.04604
243 12/12/2000 0.0205 0.002055803 0.045341
244 12/13/2000 0.0001 0.001964102 0.044318
245 12/14/2000 0.0547 0.001856975 0.043093
246 12/15/2000 0.0076 0.001919947 0.043817
247 12/18/2000 -0.1267 0.001819442 0.042655
248 12/19/2000 0.0872 0.002591076 0.050903
249 12/20/2000 -0.0887 0.002844737 0.053336
250 12/21/2000 0.0453 0.003092475 0.05561
251 12/22/2000 -0.0050 0.003005652 0.054824
252 12/27/2000 0.0449 0.002816552 0.053071
253 12/28/2000 -0.0592 0.002750302 0.052443
254 12/29/2000 0.0288 0.002769431 0.052625
255 1/2/2001 -0.0784 0.002642619 0.051406
256 1/3/2001 -0.0511 0.002813319 0.053041
257 1/4/2001 -0.0070 0.002779101 0.052717
258 1/5/2001 -0.0557 0.00260939 0.051082
259 1/8/2001 -0.0656 0.002617877 0.051165
260 1/9/2001 -0.0089 0.002690647 0.051871
261 1/10/2001 -0.1167 0.002529639 0.050296
262 1/11/2001 0.0077 0.003112388 0.055789
263 1/12/2001 -0.0305 0.002916594 0.054005
264 1/15/2001 -0.0420 0.002783647 0.05276
265 1/16/2001 0.0836 0.002706186 0.052021
266 1/17/2001 -0.0727 0.002917179 0.054011
267 1/18/2001 -0.1776 0.003019387 0.054949
268 1/19/2001 0.0150 0.004530375 0.067308
269 1/22/2001 -0.0764 0.004230028 0.065039
270 1/23/2001 0.0434 0.004256539 0.065242
271 1/24/2001 0.0628 0.004067806 0.063779
272 1/25/2001 -0.0524 0.004005596 0.06329
273 1/26/2001 -0.0023 0.003883502 0.062318
274 1/29/2001 0.0116 0.003623108 0.060192
275 1/30/2001 0.0766 0.003390503 0.058228
276 1/31/2001 -0.0283 0.003485781 0.05904
277 2/1/2001 0.0080 0.003300078 0.057446
278 2/2/2001 -0.0365 0.003089511 0.055583
279 2/5/2001 -0.0035 0.002964466 0.054447
280 2/6/2001 -0.0037 0.00277798 0.052707
281 2/7/2001 0.0610 0.002606484 0.051054
282 2/8/2001 0.0330 0.002649113 0.05147
283 2/9/2001 -0.0333 0.002546144 0.050459
284 2/12/2001 -0.0248 0.002452186 0.04952
285 2/13/2001 0.0010 0.002339338 0.048367
286 2/14/2001 0.0117 0.00220224 0.046928
287 2/15/2001 0.0775 0.002083488 0.045645
288 2/16/2001 0.0243 0.002291018 0.047865
289 2/19/2001 0.0862 0.00218959 0.046793
290 2/20/2001 -0.0487 0.002465561 0.049654
291 2/21/2001 0.0400 0.00244638 0.049461
292 2/22/2001 0.0572 0.002386997 0.048857
293 2/23/2001 -0.1539 0.002422768 0.049222
294 2/26/2001 0.0120 0.003558256 0.059651
295 2/27/2001 -0.0153 0.00333136 0.057718
296 2/28/2001 -0.0956 0.00312748 0.055924
297 3/1/2001 0.1186 0.003420323 0.058484
298 3/2/2001 0.0391 0.003955893 0.062896
299 3/5/2001 0.0250 0.00377178 0.061415
300 3/6/2001 0.0333 0.003553811 0.059614
301 3/7/2001 -0.0755 0.003379334 0.058132
302 3/8/2001 -0.0292 0.003466463 0.058877
303 3/9/2001 -0.0753 0.003285104 0.057316
304 3/12/2001 0.0544 0.003378396 0.058124
305 3/13/2001 0.0189 0.003317664 0.057599
306 3/14/2001 0.0664 0.003121452 0.05587
307 3/15/2001 0.0514 0.003159717 0.056211
308 3/16/2001 0.0147 0.003099362 0.055672
309 3/19/2001 -0.0101 0.002913101 0.053973
310 3/20/2001 0.0181 0.002735599 0.052303
311 3/21/2001 -0.0186 0.002584369 0.050837
312 3/22/2001 -0.0128 0.002446281 0.04946
313 3/23/2001 -0.0047 0.002309476 0.048057
314 3/26/2001 -0.0327 0.002175908 0.046647
315 3/27/2001 0.0178 0.002109715 0.045932
316 3/28/2001 -0.0048 0.002007953 0.04481
317 3/29/2001 0.0307 0.001898548 0.043572
318 3/30/2001 0.0250 0.001847556 0.042983
319 4/2/2001 -0.0250 0.001783388 0.04223
320 4/3/2001 -0.0094 0.001724596 0.041528
321 4/4/2001 -0.0267 0.001641376 0.040514
322 4/5/2001 0.0369 0.001598607 0.039983
323 4/6/2001 -0.0329 0.001594319 0.039929
324 4/9/2001 -0.0065 0.001575208 0.039689
325 4/10/2001 -0.0419 0.00150146 0.038749
326 4/11/2001 0.0216 0.001526018 0.039064
327 4/12/2001 0.0044 0.001479124 0.038459
328 4/17/2001 0.0075 0.001411842 0.037574
329 4/18/2001 0.0050 0.001351918 0.036768
330 4/19/2001 -0.0114 0.001295118 0.035988
331 4/20/2001 0.0008 0.001248527 0.035335
332 4/23/2001 -0.0617 0.001198675 0.034622
333 4/24/2001 -0.0899 0.001358492 0.036858
334 4/25/2001 0.0103 0.001736187 0.041668
335 4/26/2001 -0.0458 0.001653035 0.040658
336 4/27/2001 -0.0354 0.001684218 0.041039
337 4/30/2001 0.0389 0.001667267 0.040832
338 5/2/2001 -0.0485 0.00166573 0.040813
339 5/3/2001 0.0047 0.001709724 0.041349
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707 10/15/2002 -0.0886 0.001471432 0.038359
708 10/16/2002 -0.0059 0.001827776 0.042752
709 10/17/2002 0.0199 0.001733432 0.041635
710 10/18/2002 0.0744 0.00166618 0.040819
711 10/21/2002 0.0492 0.001881483 0.043376
712 10/22/2002 0.0404 0.00191194 0.043726
713 10/23/2002 -0.0420 0.001897029 0.043555
714 10/24/2002 0.0098 0.001890344 0.043478
715 10/25/2002 -0.0725 0.001794343 0.04236
716 10/28/2002 0.0285 0.001984263 0.044545
717 10/29/2002 0.0620 0.001919409 0.043811
718 10/30/2002 -0.0254 0.002023209 0.04498
719 10/31/2002 0.0816 0.001946287 0.044117
720 11/1/2002 -0.0164 0.002200476 0.046909
721 11/4/2002 -0.0207 0.002088951 0.045705
722 11/5/2002 -0.0140 0.001995061 0.044666
723 11/6/2002 0.0019 0.001896044 0.043544
724 11/7/2002 0.0130 0.001794554 0.042362
725 11/8/2002 -0.0415 0.001710103 0.041353
726 11/11/2002 -0.0040 0.00171629 0.041428
727 11/12/2002 -0.0831 0.001629856 0.040371
728 11/13/2002 -0.0058 0.001922669 0.043848
729 11/14/2002 0.0079 0.001820642 0.042669
730 11/15/2002 0.0014 0.001728331 0.041573
731 11/18/2002 0.0730 0.001640176 0.040499
732 11/19/2002 -0.0866 0.001847041 0.042977
733 11/20/2002 -0.0837 0.002154191 0.046413
734 11/21/2002 0.0803 0.002409853 0.04909
735 11/22/2002 0.0885 0.002615576 0.051143
736 11/25/2002 -0.0432 0.00287946 0.053661
737 11/26/2002 0.0027 0.002799811 0.052913
738 11/27/2002 -0.0351 0.002626214 0.051247
739 11/28/2002 0.0759 0.002532561 0.050325
740 11/29/2002 -0.0160 0.002690638 0.051871
741 12/2/2002 0.0172 0.002539176 0.05039
742 12/3/2002 -0.0263 0.002402057 0.049011
743 12/4/2002 -0.0289 0.00229716 0.047929
744 12/5/2002 -0.0137 0.002208546 0.046995
745 12/6/2002 0.0215 0.002091977 0.045738
746 12/9/2002 -0.0318 0.001999507 0.044716
747 12/10/2002 0.0126 0.001943994 0.044091
748 12/11/2002 0.0573 0.001847004 0.042977
749 12/12/2002 -0.0213 0.001926833 0.043896
750 12/13/2002 0.0124 0.001847092 0.042978
751 12/16/2002 0.0546 0.001757616 0.041924
752 12/17/2002 0.0217 0.001827774 0.042752
753 12/18/2002 -0.0332 0.001757074 0.041917
754 12/19/2002 -0.0609 0.001726158 0.041547
755 12/20/2002 -0.0049 0.001838464 0.042877
756 12/23/2002 0.0331 0.001742707 0.041746
757 12/27/2002 -0.0645 0.001712409 0.041381
758 12/30/2002 -0.0453 0.001849813 0.043009
759 1/2/2003 -0.0505 0.00186242 0.043156
760 1/3/2003 0.0472 0.001901045 0.043601
761 1/6/2003 -0.0323 0.001919369 0.043811
762 1/7/2003 0.0394 0.001872292 0.04327
763 1/8/2003 -0.0379 0.001856236 0.043084
764 1/9/2003 -0.0568 0.0018352 0.042839
765 1/10/2003 0.0278 0.001912708 0.043735
766 1/13/2003 -0.0720 0.001851425 0.043028
767 1/14/2003 0.0236 0.002033162 0.045091
768 1/15/2003 -0.0046 0.00195047 0.044164
769 1/16/2003 -0.1279 0.001845582 0.04296
770 1/17/2003 0.0558 0.002631004 0.051293
771 1/20/2003 -0.0761 0.002638821 0.051369
772 1/21/2003 0.0112 0.002790096 0.052821
773 1/22/2003 -0.0022 0.002623669 0.051222
774 1/23/2003 -0.0144 0.002464038 0.049639
775 1/24/2003 0.0109 0.002328084 0.04825
776 1/27/2003 0.0163 0.002198269 0.046886
777 1/28/2003 -0.0575 0.002086761 0.045681
778 1/29/2003 0.0568 0.002148165 0.046348
779 1/30/2003 0.0416 0.002200705 0.046912
780 1/31/2003 -0.0378 0.002168206 0.046564
781 2/3/2003 0.0035 0.002121881 0.046064
782 2/4/2003 -0.0638 0.002002782 0.044752
783 2/5/2003 0.0465 0.002112022 0.045957
784 2/6/2003 -0.0996 0.002109778 0.045932
785 2/7/2003 0.0539 0.002526369 0.050263
786 2/10/2003 0.0078 0.002530964 0.050309
787 2/11/2003 -0.0068 0.002381732 0.048803
788 2/12/2003 0.0447 0.002243657 0.047367
789 2/13/2003 -0.0245 0.002221948 0.047138
790 2/14/2003 0.0267 0.002126651 0.046116
791 2/17/2003 0.0220 0.002044928 0.045221
792 2/18/2003 -0.0417 0.001957405 0.044243
793 2/19/2003 -0.0672 0.001944546 0.044097
794 2/20/2003 -0.0087 0.002082479 0.045634
795 2/21/2003 0.1271 0.001969933 0.044384
796 2/24/2003 0.0740 0.00273459 0.052293
797 2/25/2003 0.0106 0.002861878 0.053497
798 2/26/2003 0.0018 0.002688984 0.051855
799 2/27/2003 -0.0333 0.002524049 0.05024
800 2/28/2003 0.0189 0.002431938 0.049315
801 3/3/2003 0.0007 0.00230668 0.048028
802 3/4/2003 -0.0377 0.002172168 0.046607
803 3/5/2003 0.0289 0.002125189 0.0461
804 3/6/2003 0.0401 0.002050245 0.04528
805 3/7/2003 -0.0354 0.002022874 0.044976
806 3/10/2003 0.0358 0.001978658 0.044482
807 3/11/2003 0.0006 0.001939532 0.04404
808 3/12/2003 -0.0272 0.001834389 0.04283
809 3/13/2003 -0.0542 0.001777508 0.04216
810 3/14/2003 0.0279 0.001843978 0.042942
811 3/17/2003 -0.0164 0.001788429 0.04229
812 3/18/2003 -0.0031 0.001709797 0.04135
813 3/19/2003 0.0384 0.001623525 0.040293
814 3/20/2003 0.0168 0.001623265 0.04029
815 3/21/2003 -0.0457 0.001558559 0.039479
816 3/24/2003 0.0945 0.001596894 0.039961
817 3/25/2003 0.0564 0.002001671 0.04474
818 3/26/2003 0.0284 0.002063162 0.045422
819 3/27/2003 0.0464 0.001991602 0.044627
820 3/28/2003 -0.0172 0.001998518 0.044705
821 3/31/2003 0.0267 0.00190456 0.043641
822 4/1/2003 -0.0379 0.00184075 0.042904
823 4/2/2003 0.0124 0.001821217 0.042676
824 4/3/2003 0.0066 0.001733883 0.04164
825 4/4/2003 -0.0233 0.001647515 0.04059
826 4/7/2003 -0.0408 0.001594927 0.039937
827 4/8/2003 0.0199 0.001607136 0.040089
828 4/9/2003 0.0261 0.001549878 0.039368
829 4/10/2003 -0.0334 0.001512625 0.038892
830 4/11/2003 -0.0445 0.001501825 0.038753
831 4/14/2003 -0.0373 0.001538526 0.039224
832 4/15/2003 -0.0879 0.001540379 0.039248
833 4/16/2003 0.0608 0.00188455 0.043411
834 4/17/2003 -0.0869 0.001983533 0.044537
835 4/22/2003 -0.0045 0.002282436 0.047775
836 4/23/2003 0.0017 0.002150927 0.046378
837 4/24/2003 -0.0290 0.002029001 0.045044
838 4/25/2003 -0.0633 0.001962073 0.044295
839 4/28/2003 0.0752 0.002071622 0.045515
840 4/29/2003 0.0675 0.002261577 0.047556
841 4/30/2003 -0.0424 0.002376684 0.048751
842 5/2/2003 0.0195 0.002333575 0.048307
843 5/5/2003 -0.0304 0.002217344 0.047089
844 5/6/2003 0.1013 0.002139877 0.046259
845 5/7/2003 0.0279 0.002573225 0.050727
846 5/8/2003 -0.0561 0.002459537 0.049594
847 5/9/2003 0.0239 0.002482752 0.049827
848 5/12/2003 0.0014 0.002365041 0.048632
849 5/13/2003 -0.0085 0.002225948 0.04718
850 5/14/2003 0.0341 0.002101792 0.045845
851 5/15/2003 -0.0373 0.002046281 0.045236
852 5/16/2003 -0.0882 0.002007606 0.044806
853 5/19/2003 0.0114 0.002316959 0.048135
854 5/20/2003 0.0316 0.002188679 0.046783
855 5/21/2003 0.0125 0.002117404 0.046015
856 5/22/2003 0.0438 0.002006458 0.044794
857 5/23/2003 -0.1183 0.001999679 0.044718
858 5/26/2003 -0.1068 0.002645274 0.051432
859 5/27/2003 0.0274 0.003099185 0.05567
860 5/28/2003 -0.0406 0.002941817 0.054239
861 5/29/2003 0.1139 0.00284569 0.053345
862 5/30/2003 -0.0706 0.003368096 0.058035
863 6/2/2003 -0.0121 0.003417531 0.05846
864 6/3/2003 -0.0030 0.00320204 0.056587
865 6/4/2003 0.0337 0.002996363 0.054739
866 6/5/2003 -0.0591 0.00286795 0.053553
867 6/6/2003 0.0322 0.002876886 0.053637
868 6/9/2003 0.0920 0.002752849 0.052468
869 6/10/2003 -0.0209 0.003039273 0.05513
870 6/11/2003 0.0291 0.002869613 0.053569
871 6/12/2003 0.0157 0.002735735 0.052304
872 6/13/2003 0.0481 0.002580216 0.050796
873 6/16/2003 -0.0077 0.002548621 0.050484
874 6/17/2003 0.0756 0.002397957 0.048969
875 6/18/2003 -0.0904 0.002564482 0.050641
876 6/19/2003 0.0155 0.002850411 0.053389
877 6/20/2003 -0.0152 0.002685402 0.051821
878 6/23/2003 -0.0202 0.002533112 0.05033
879 6/24/2003 0.0154 0.00240254 0.049016
880 6/25/2003 0.0804 0.002273172 0.047678
881 6/26/2003 0.0071 0.002490624 0.049906
882 6/27/2003 -0.0608 0.00234412 0.048416
883 6/30/2003 0.0101 0.002406413 0.049055
884 7/1/2003 -0.0245 0.002269427 0.047639
885 7/2/2003 -0.0375 0.002170378 0.046587
886 7/3/2003 -0.0071 0.002122824 0.046074
887 7/4/2003 -0.0353 0.002005714 0.044785
888 7/7/2003 -0.0298 0.001962474 0.0443
889 7/8/2003 -0.0515 0.001903411 0.043628
890 7/9/2003 0.0075 0.001944446 0.044096
891 7/10/2003 0.0062 0.001841913 0.042918
892 7/11/2003 -0.0306 0.001746609 0.041792
893 7/14/2003 -0.0015 0.001707457 0.041321
894 7/15/2003 0.0623 0.001620988 0.040261
895 7/16/2003 0.0507 0.001751096 0.041846
896 7/17/2003 0.0120 0.001799721 0.042423
897 7/18/2003 -0.0367 0.00171357 0.041395
898 7/21/2003 0.0431 0.001699259 0.041222
899 7/22/2003 0.0039 0.001713452 0.041394
900 7/23/2003 -0.0923 0.001627209 0.040339
901 7/24/2003 -0.0526 0.002006846 0.044798
902 7/25/2003 0.0100 0.002045854 0.045231
903 7/28/2003 0.0082 0.001937617 0.044018
904 7/29/2003 -0.0612 0.001836217 0.042851
905 7/30/2003 0.0489 0.001941481 0.044062
906 7/31/2003 -0.0111 0.00196533 0.044332
907 8/1/2003 -0.0214 0.001864775 0.043183
908 8/4/2003 -0.0674 0.001790294 0.042312
909 8/5/2003 0.0454 0.001942618 0.044075
910 8/6/2003 0.0118 0.001948405 0.044141
911 8/7/2003 -0.0150 0.001850081 0.043013
912 8/8/2003 0.0028 0.001764243 0.042003
913 8/11/2003 0.0590 0.001673528 0.040909
914 8/12/2003 -0.0758 0.001777864 0.042165
915 8/13/2003 0.0184 0.001996264 0.04468
916 8/14/2003 -0.0100 0.001904831 0.043644
917 8/18/2003 -0.0319 0.001807829 0.042519
918 8/19/2003 -0.0473 0.001768246 0.042051
919 8/20/2003 -0.0304 0.001797817 0.042401
920 8/21/2003 -0.0001 0.001753767 0.041878
921 8/22/2003 -0.0046 0.001663467 0.040786
922 8/25/2003 -0.0459 0.00158152 0.039768
923 8/26/2003 -0.0506 0.001618848 0.040235
924 8/27/2003 -0.0050 0.001677341 0.040955
925 8/28/2003 -0.0023 0.001594528 0.039932
926 8/29/2003 -0.0014 0.001517261 0.038952
927 9/1/2003 0.0174 0.001445983 0.038026
928 9/2/2003 0.0311 0.001396585 0.037371
929 9/3/2003 0.0385 0.001387113 0.037244
930 9/4/2003 0.0024 0.001406092 0.037498
931 9/5/2003 0.0452 0.001343917 0.036659
932 9/8/2003 -0.0139 0.00139659 0.037371
933 9/9/2003 0.0715 0.001345322 0.036679
934 9/10/2003 -0.0384 0.001563648 0.039543
935 9/11/2003 -0.0391 0.001568137 0.0396
936 9/12/2003 -0.0206 0.001575356 0.039691
937 9/15/2003 0.0245 0.001522315 0.039017
938 9/16/2003 0.0374 0.001482883 0.038508
939 9/17/2003 -0.0564 0.001489769 0.038598
940 9/18/2003 -0.0454 0.001592317 0.039904
941 9/19/2003 -0.0010 0.001626301 0.040327
942 9/22/2003 0.0359 0.001546252 0.039322
943 9/23/2003 -0.0009 0.001542231 0.039271
944 9/24/2003 0.0237 0.001468896 0.038326
945 9/25/2003 0.0014 0.001431825 0.037839
946 9/26/2003 0.0517 0.001367389 0.036978
947 9/29/2003 0.0248 0.001452119 0.038107
948 9/30/2003 0.0468 0.001419156 0.037672
949 10/1/2003 0.0233 0.001473891 0.038391
950 10/2/2003 -0.0094 0.001435322 0.037886
951 10/3/2003 0.0249 0.001375264 0.037085
952 10/6/2003 -0.0335 0.001348706 0.036725
953 10/7/2003 -0.0439 0.001351388 0.036761
954 10/8/2003 -0.0509 0.001397266 0.03738
955 10/9/2003 0.0908 0.00147524 0.038409
956 10/10/2003 0.0016 0.001852551 0.043041
957 10/13/2003 -0.0194 0.001754477 0.041886
958 10/14/2003 -0.0080 0.001684457 0.041042
959 10/15/2003 -0.0079 0.001603144 0.040039
960 10/16/2003 -0.0778 0.001528288 0.039093
961 10/17/2003 -0.0098 0.001782477 0.042219
962 10/20/2003 -0.0198 0.001695086 0.041171
963 10/21/2003 -0.0300 0.001630611 0.040381
964 10/22/2003 0.0283 0.001598757 0.039984
965 10/23/2003 0.0592 0.001564097 0.039549
966 10/24/2003 -0.0317 0.001678038 0.040964
967 10/27/2003 0.0336 0.001648007 0.040596
968 10/28/2003 0.1087 0.001627288 0.04034
969 10/29/2003 -0.0413 0.002185425 0.046749
970 10/30/2003 0.0421 0.002152725 0.046397
971 10/31/2003 -0.0587 0.002126444 0.046113
972 11/3/2003 -0.0839 0.00219208 0.04682
973 11/4/2003 0.0304 0.002447006 0.049467
974 11/5/2003 0.0640 0.002351191 0.048489
975 11/6/2003 -0.1121 0.002433993 0.049336
976 11/7/2003 -0.0201 0.002968056 0.05448
977 11/10/2003 0.0264 0.002802431 0.052938
978 11/11/2003 -0.0333 0.002665982 0.051633
979 11/12/2003 0.0730 0.002562721 0.050623
980 11/13/2003 -0.0092 0.00269546 0.051918
981 11/14/2003 0.0682 0.002534374 0.050343
982 11/17/2003 0.0898 0.002632533 0.051308
983 11/18/2003 -0.0034 0.002907796 0.053924
984 11/19/2003 0.0476 0.002725799 0.052209
985 11/20/2003 -0.0367 0.002680266 0.051771
986 11/21/2003 -0.0604 0.00258855 0.050878
987 11/24/2003 -0.1193 0.002628505 0.051269
988 11/25/2003 -0.0357 0.003237224 0.056897
989 11/26/2003 -0.0845 0.003097218 0.055653
990 11/27/2003 0.0592 0.003284862 0.057314
991 11/28/2003 0.0504 0.003261403 0.057109
992 12/1/2003 -0.0844 0.003187671 0.056459
993 12/2/2003 -0.0156 0.003367088 0.058027
994 12/3/2003 -0.0246 0.003160856 0.056221
995 12/4/2003 0.0483 0.002990668 0.054687
996 12/5/2003 0.0995 0.002927367 0.054105
997 12/8/2003 -0.0663 0.00327759 0.05725
998 12/9/2003 -0.0611 0.003303073 0.057472
999 12/10/2003 0.0132 0.003290468 0.057363
1000 12/11/2003 0.0366 0.003086649 0.055558
1001 12/12/2003 0.0828 0.00296211 0.054425
1002 12/15/2003 -0.0529 0.00314572 0.056087
1003 12/16/2003 -0.0309 0.003095294 0.055635
1004 12/17/2003 0.0336 0.002949268 0.054307
1005 12/18/2003 -0.0147 0.002824394 0.053145
1006 12/19/2003 0.0260 0.002660182 0.051577
1007 12/22/2003 0.0294 0.00253399 0.050339
1008 12/23/2003 -0.0454 0.002428034 0.049275
1009 12/29/2003 0.0561 0.002394887 0.048938
1010 12/30/2003 0.0404 0.002423003 0.049224
1011 1/2/2004 0.0424 0.002367331 0.048655
1012 1/5/2004 -0.0211 0.002325042 0.048219
1013 1/6/2004 0.0727 0.002212985 0.047042
1014 1/7/2004 0.0573 0.002371522 0.048698
1015 1/8/2004 0.0095 0.00240911 0.049083
1016 1/9/2004 -0.0160 0.002271268 0.047658
1017 1/12/2004 0.0012 0.002153452 0.046405
1018 1/13/2004 0.0004 0.00203125 0.045069
1019 1/14/2004 -0.0234 0.001918758 0.043804
1020 1/15/2004 -0.0046 0.00184484 0.042952
1021 1/16/2004 -0.0438 0.001748389 0.041814
1022 1/19/2004 0.0921 0.001762345 0.04198
1023 1/20/2004 -0.0442 0.002129834 0.04615
1024 1/21/2004 -0.0137 0.002115023 0.045989
1025 1/22/2004 -0.0487 0.002005892 0.044787
1026 1/23/2004 -0.0103 0.002023608 0.044985
1027 1/26/2004 -0.0193 0.001917448 0.043789
1028 1/27/2004 0.0137 0.001834087 0.042826
1029 1/28/2004 0.0331 0.001747481 0.041803
1030 1/29/2004 -0.0701 0.001716761 0.041434
1031 1/30/2004 -0.0234 0.001895131 0.043533
1032 2/2/2004 -0.0224 0.001823152 0.042698
1033 2/3/2004 -0.0256 0.001754309 0.041884
1034 2/4/2004 0.0231 0.001699293 0.041222
1035 2/5/2004 0.0054 0.001642228 0.040524
1036 2/6/2004 0.0424 0.001562429 0.039528
1037 2/9/2004 0.0204 0.001584734 0.039809
1038 2/10/2004 -0.0281 0.001530475 0.039121
1039 2/11/2004 -0.0355 0.001500599 0.038738
1040 2/12/2004 0.0621 0.001498669 0.038713
1041 2/13/2004 0.0288 0.001637042 0.04046
1042 2/16/2004 -0.0457 0.001601009 0.040013
1043 2/17/2004 0.0671 0.001635671 0.040443
1044 2/18/2004 -0.0715 0.001798163 0.042405
1045 2/19/2004 0.0653 0.001980119 0.044499
1046 2/20/2004 0.0433 0.002101971 0.045847
1047 2/23/2004 -0.0509 0.00208506 0.045662
1048 2/24/2004 -0.0612 0.002107926 0.045912
1049 2/25/2004 -0.0078 0.002191403 0.046812
1050 2/26/2004 0.0310 0.002069367 0.04549
1051 2/27/2004 -0.0064 0.002005681 0.044785
1052 3/1/2004 -0.0177 0.001897461 0.04356
1053 3/2/2004 0.0603 0.001812578 0.042574
1054 3/3/2004 -0.0376 0.001914166 0.043751
1055 3/4/2004 -0.0810 0.001887227 0.043442
1056 3/5/2004 -0.0430 0.002140657 0.046267
1057 3/8/2004 -0.0223 0.002119379 0.046037
1058 3/9/2004 0.0931 0.002026699 0.045019
1059 3/10/2004 -0.0896 0.002382524 0.048811
1060 3/11/2004 -0.0077 0.002675554 0.051726
1061 3/12/2004 -0.0274 0.002514703 0.050147
1062 3/15/2004 -0.0106 0.002403957 0.04903
1063 3/16/2004 0.0130 0.002267659 0.04762
1064 3/17/2004 0.0086 0.002145424 0.046319
1065 3/18/2004 0.0125 0.002027747 0.045031
1066 3/19/2004 -0.0298 0.001923909 0.043862
1067 3/22/2004 0.0031 0.001868067 0.043221
1068 3/23/2004 0.0137 0.001769127 0.042061
1069 3/24/2004 -0.0600 0.001687718 0.041082
1070 3/25/2004 -0.0161 0.001796867 0.042389
1071 3/26/2004 -0.0571 0.001717061 0.041437
1072 3/29/2004 0.0116 0.001805766 0.042494
1073 3/30/2004 0.0553 0.001718605 0.041456
1074 3/31/2004 0.0566 0.001796053 0.04238
1075 4/1/2004 -0.0670 0.001875227 0.043304
1076 4/2/2004 0.0898 0.002017481 0.044916
1077 4/5/2004 -0.0161 0.002341656 0.048391
1078 4/6/2004 -0.0506 0.002218323 0.047099
1079 4/7/2004 -0.0340 0.002229133 0.047214
1080 4/8/2004 0.0068 0.002163368 0.046512
1081 4/13/2004 -0.0156 0.002042825 0.045198
1082 4/14/2004 0.0009 0.001942469 0.044073
1083 4/15/2004 0.1074 0.001837113 0.042862
1084 4/16/2004 -0.1157 0.002362624 0.048607
1085 4/19/2004 0.0394 0.002946165 0.054279
1086 4/20/2004 -0.0026 0.002844414 0.053333
1087 4/21/2004 0.0846 0.002667218 0.051645
1088 4/22/2004 0.0493 0.00289046 0.053763
1089 4/23/2004 -0.0391 0.002840252 0.053294
1090 4/26/2004 0.0249 0.002745459 0.052397
1091 4/27/2004 -0.0317 0.002609271 0.051081
1092 4/28/2004 0.0069 0.002504806 0.050048
1093 4/29/2004 0.0515 0.002356972 0.048549
1094 4/30/2004 0.1608 0.002361711 0.048597
1095 5/3/2004 -0.0178 0.003618982 0.060158
1096 5/4/2004 -0.0577 0.00339654 0.05828
1097 5/5/2004 0.0453 0.003354477 0.057918
1098 5/6/2004 -0.0037 0.003246762 0.05698
1099 5/7/2004 -0.0007 0.003037758 0.055116
1100 5/10/2004 0.1116 0.002844763 0.053336
1101 5/11/2004 0.0098 0.00333925 0.057786
1102 5/12/2004 0.0739 0.003127311 0.055922
1103 5/13/2004 0.0873 0.003221681 0.05676
1104 5/14/2004 0.1129 0.003425134 0.058525
1105 5/17/2004 -0.0303 0.00388907 0.062362
1106 5/18/2004 0.0927 0.003677371 0.060641
1107 5/19/2004 -0.0582 0.003897078 0.062427
1108 5/20/2004 0.1434 0.003818085 0.061791
1109 5/21/2004 -0.1000 0.004672336 0.068354
1110 5/24/2004 0.0780 0.004889046 0.069922
1111 5/25/2004 0.0367 0.00487648 0.069832
1112 5/26/2004 -0.0604 0.004609148 0.067891
1113 5/27/2004 0.0329 0.004487093 0.066986
1114 5/28/2004 -0.0175 0.004236747 0.06509
1115 5/31/2004 -0.0967 0.003964315 0.062963
1116 6/1/2004 -0.0384 0.004202497 0.064827
1117 6/2/2004 0.0051 0.003995978 0.063214
1118 6/3/2004 0.0153 0.003727728 0.061055
1119 6/4/2004 -0.0672 0.003492104 0.059094
1120 6/7/2004 0.0757 0.003506647 0.059217
1121 6/8/2004 0.0017 0.003585267 0.059877
1122 6/9/2004 -0.0161 0.003348601 0.057867
1123 6/10/2004 0.0260 0.003144634 0.056077
1124 6/11/2004 -0.0860 0.0029797 0.054587
1125 6/14/2004 0.0011 0.003190735 0.056487
1126 6/15/2004 0.0538 0.002985543 0.05464
1127 6/16/2004 0.0008 0.002952959 0.054341
1128 6/17/2004 0.0193 0.00276676 0.0526
1129 6/18/2004 -0.0522 0.002615525 0.051142
1130 6/21/2004 -0.0101 0.002603393 0.051023
1131 6/22/2004 0.0157 0.002450604 0.049504
1132 6/23/2004 0.0183 0.002317883 0.048144
1133 6/24/2004 0.0347 0.002200524 0.04691
1134 6/25/2004 0.0722 0.002139333 0.046253
1135 6/28/2004 -0.0638 0.002299952 0.047958
1136 6/29/2004 -0.0135 0.002385961 0.048846
1137 6/30/2004 0.1126 0.002254975 0.047487
1138 7/1/2004 0.0492 0.002809075 0.053001
1139 7/2/2004 0.0097 0.002764829 0.052582
1140 7/5/2004 -0.0129 0.002598759 0.050978
1141 7/6/2004 -0.1340 0.002449804 0.049495
1142 7/7/2004 0.0012 0.003273336 0.057213
1143 7/8/2004 -0.1499 0.003061542 0.055331
1144 7/9/2004 -0.0905 0.004079542 0.063871
1145 7/12/2004 0.0164 0.004245295 0.065156
1146 7/13/2004 0.0015 0.003970253 0.06301
1147 7/14/2004 -0.0387 0.003702749 0.06085
1148 7/15/2004 0.0241 0.003537259 0.059475
1149 7/16/2004 -0.1182 0.003335534 0.057754
1150 7/19/2004 0.0635 0.003873212 0.062235
1151 7/20/2004 0.0214 0.003830884 0.061894
1152 7/21/2004 0.0701 0.003599172 0.059993
1153 7/22/2004 -0.0254 0.003626742 0.060222
1154 7/23/2004 0.0284 0.003421396 0.058493
1155 7/26/2004 0.0090 0.003241134 0.056931
1156 7/27/2004 -0.0100 0.003036194 0.055102
1157 7/28/2004 0.0182 0.002848749 0.053374
1158 7/29/2004 0.1088 0.002688734 0.051853
1159 7/30/2004 0.0499 0.003162579 0.056237
1160 8/2/2004 0.0030 0.003093821 0.055622
1161 8/3/2004 0.0019 0.002896786 0.053822
1162 8/4/2004 0.0236 0.002715235 0.052108
1163 8/5/2004 -0.0496 0.00257807 0.050775
1164 8/6/2004 -0.0990 0.002554599 0.050543
1165 8/9/2004 -0.0627 0.002929404 0.054124
1166 8/10/2004 0.0168 0.002957543 0.054383
1167 8/11/2004 -0.0238 0.002786226 0.052785
1168 8/12/2004 -0.0155 0.002643837 0.051418
1169 8/13/2004 -0.0025 0.002495342 0.049953
1170 8/16/2004 0.0297 0.002346062 0.048436
1171 8/17/2004 -0.0468 0.002255877 0.047496
1172 8/18/2004 0.0365 0.002243896 0.04737
1173 8/19/2004 0.0239 0.002186165 0.046756
1174 8/20/2004 0.0063 0.002091989 0.045738
1175 8/23/2004 0.0182 0.001976741 0.044461
1176 8/24/2004 0.0109 0.001886459 0.043433
1177 8/25/2004 -0.0229 0.001791968 0.042332
1178 8/26/2004 0.0139 0.001727049 0.041558
1179 8/27/2004 -0.0240 0.001649309 0.040612
1180 8/30/2004 -0.0194 0.00159856 0.039982
1181 8/31/2004 -0.0418 0.001541019 0.039256
1182 9/1/2004 0.0489 0.001562173 0.039524
1183 9/2/2004 0.0962 0.001616393 0.040204
1184 9/3/2004 0.0164 0.002036886 0.045132
1185 9/6/2004 -0.0191 0.001938514 0.044029
1186 9/7/2004 0.0033 0.001853095 0.043048
1187 9/8/2004 -0.0328 0.00175545 0.041898
1188 9/9/2004 -0.0271 0.001722979 0.041509
1189 9/10/2004 -0.0164 0.001674932 0.040926
1190 9/13/2004 -0.0164 0.001605388 0.040067
1191 9/14/2004 -0.0040 0.001541494 0.039262
1192 9/15/2004 -0.0013 0.001469049 0.038328
1193 9/16/2004 0.0751 0.001401611 0.037438
1194 9/17/2004 0.0049 0.001643896 0.040545
1195 9/20/2004 0.0414 0.001563704 0.039544
1196 9/21/2004 -0.0269 0.001581089 0.039763
1197 9/22/2004 -0.0110 0.001543629 0.039289
1198 9/23/2004 -0.0446 0.001476649 0.038427
1199 9/24/2004 -0.0114 0.001516091 0.038937
1200 9/27/2004 -0.0163 0.001451843 0.038103
1201 9/28/2004 -0.0023 0.001400009 0.037417
1202 9/29/2004 0.0220 0.001338298 0.036583
1203 9/30/2004 -0.0206 0.001307266 0.036156
1204 10/1/2004 -0.0558 0.001275536 0.035715
1205 10/4/2004 -0.0638 0.001391848 0.037307
1206 10/5/2004 -0.0712 0.001550275 0.039374
1207 10/6/2004 0.0550 0.001749753 0.04183
1208 10/7/2004 0.0007 0.001823221 0.042699
1209 10/8/2004 -0.0394 0.001727391 0.041562
1210 10/11/2004 -0.0617 0.001722998 0.041509
1211 10/12/2004 -0.0562 0.001840702 0.042903
1212 10/13/2004 0.0615 0.001914246 0.043752
1213 10/14/2004 -0.0261 0.002015396 0.044893
1214 10/15/2004 0.0288 0.001941 0.044057
1215 10/18/2004 0.0613 0.001880497 0.043365
1216 10/19/2004 -0.0300 0.001982733 0.044528
1217 10/20/2004 0.0858 0.001922599 0.043847
1218 10/21/2004 0.1088 0.002216472 0.047079
1219 10/22/2004 -0.0529 0.002728881 0.052239
1220 10/25/2004 0.0137 0.002711583 0.052073
1221 10/26/2004 0.0338 0.002554822 0.050545
1222 10/27/2004 0.1002 0.002462179 0.04962
1223 10/28/2004 0.1189 0.002857786 0.053458
1224 10/29/2004 0.0168 0.003442376 0.058672
1225 11/1/2004 -0.0869 0.003232147 0.056852
1226 11/2/2004 0.0362 0.003431686 0.058581
1227 11/3/2004 -0.0404 0.003277858 0.057253
1228 11/4/2004 -0.0176 0.003153661 0.056157
1229 11/5/2004 -0.0110 0.002968124 0.05448
1230 11/8/2004 0.0244 0.002787192 0.052794
1231 11/9/2004 -0.0135 0.002646311 0.051442
1232 11/10/2004 -0.0110 0.002494521 0.049945
1233 11/11/2004 0.0139 0.00235147 0.048492
1234 11/12/2004 0.0745 0.002223777 0.047157
1235 11/15/2004 -0.0114 0.002395353 0.048942
1236 11/16/2004 0.0099 0.002260792 0.047548
1237 11/17/2004 0.0542 0.002135203 0.046208
1238 11/18/2004 0.0014 0.002173312 0.046619
1239 11/19/2004 0.0065 0.002049551 0.045272
1240 11/22/2004 -0.0415 0.001937877 0.044021
1241 11/23/2004 -0.0141 0.001925743 0.043883
1242 11/24/2004 0.0526 0.001832348 0.042806
1243 11/25/2004 -0.0422 0.001885105 0.043418
1244 11/26/2004 0.0542 0.001880646 0.043366
1245 11/29/2004 -0.0377 0.001938942 0.044033
1246 11/30/2004 0.0068 0.001910383 0.043708
1247 12/1/2004 0.0425 0.00181002 0.042544
1248 12/2/2004 -0.0812 0.00181289 0.042578
1249 12/3/2004 -0.0228 0.002074155 0.045543
1250 12/6/2004 0.0443 0.001986238 0.044567
1251 12/7/2004 -0.0334 0.001983098 0.044532
1252 12/8/2004 -0.0338 0.001934817 0.043987
1253 12/9/2004 0.0293 0.001891886 0.043496
1254 12/10/2004 0.0591 0.001836954 0.04286
1255 12/13/2004 0.0581 0.001928839 0.043919
1256 12/14/2004 0.0486 0.002006538 0.044794
1257 12/15/2004 0.0519 0.002023455 0.044983
1258 12/16/2004 -0.0710 0.002056894 0.045353
1259 12/17/2004 -0.0064 0.002214522 0.047059
1260 12/20/2004 0.0752 0.002089576 0.045712
1261 12/21/2004 0.0328 0.002278171 0.04773
1262 12/22/2004 0.0355 0.002204184 0.046949
1263 12/23/2004 0.0039 0.002145867 0.046324
1264 12/27/2004 0.0093 0.002025031 0.045
1265 12/28/2004 0.0203 0.001917708 0.043792
1266 12/29/2004 -0.0800 0.001836558 0.042855
1267 12/30/2004 0.0578 0.002085375 0.045666
1268 1/3/2005 0.1082 0.002148763 0.046355
1269 1/4/2005 0.0191 0.0026588 0.051564
1270 1/5/2005 -0.0420 0.002515833 0.050158
1271 1/6/2005 0.0369 0.002459712 0.049595
1272 1/7/2005 0.0354 0.002386648 0.048853
1273 1/10/2005 0.0134 0.002313454 0.048098
1274 1/11/2005 0.0390 0.002188084 0.046777
1275 1/12/2005 0.0937 0.002145109 0.046315
1276 1/13/2005 0.0279 0.002497987 0.04998
1277 1/14/2005 -0.0578 0.002390182 0.048889
1278 1/17/2005 -0.0252 0.002429072 0.049286
1279 1/18/2005 -0.0108 0.002318969 0.048156
RiskMetric (l=0.95 monthly) and (l=0.97 daily)
0
0.01
0.02
0.03
0.04
0.05
0.06
0.07
0.08
1/4
/20
00
5/4
/2000
9/4
/20
00
1/4
/20
01
5/4
/20
01
9/4
/20
01
1/4
/20
02
5/4
/20
02
9/4
/20
02
1/4
/2003
5/4
/20
03
9/4
/20
03
1/4
/20
04
5/4
/20
04
9/4
/20
04
1/4
/20
05
Simulated GARCH(1,1) Model of Volatility
Raw Simulated Data
Random
Data m s2 s m m2
1 1/3/2000 1 1/3/2000
2 1/4/2000 0.0150 0.001923077 0.043853 2 1/4/2000 0.0150 0.000225946
3 1/5/2000 -0.0498 0.001831432 0.042795 3 1/5/2000 -0.0498 0.002478346
4 1/6/2000 -0.0496 0.001868748 0.043229 4 1/6/2000 -0.0496 0.002461038
5 1/7/2000 0.0633 0.001902144 0.043614 5 1/7/2000 0.0633 0.004011969
6 1/10/2000 0.0599 0.002016619 0.044907 6 1/10/2000 0.0599 0.003587291
7 1/11/2000 0.0566 0.002099003 0.045815 7 1/11/2000 0.0566 0.003208898
8 1/12/2000 -0.0319 0.002154363 0.046415 8 1/12/2000 -0.0319 0.001018544
9 1/13/2000 0.0347 0.002087016 0.045684 9 1/13/2000 0.0347 0.001206380
10 1/14/2000 0.0607 0.002035199 0.045113 10 1/14/2000 0.0607 0.003681631
11 1/17/2000 -0.0050 0.002121191 0.046056 11 1/17/2000 -0.0050 0.000025394
12 1/18/2000 0.0292 0.002002867 0.044753 12 1/18/2000 0.0292 0.000850012
13 1/19/2000 -0.0326 0.001938538 0.044029 13 1/19/2000 -0.0326 0.001065076
14 1/20/2000 0.0554 0.001890969 0.043485 14 1/20/2000 0.0554 0.003067384
15 1/21/2000 0.0230 0.001955331 0.044219 15 1/21/2000 0.0230 0.000529249
16 1/24/2000 0.0072 0.001877484 0.04333 16 1/24/2000 0.0072 0.000051412
17 1/25/2000 0.0307 0.001780061 0.042191 17 1/25/2000 0.0307 0.000942032
18 1/26/2000 0.0599 0.001738526 0.041696 18 1/26/2000 0.0599 0.003584113
19 1/27/2000 0.0282 0.001842986 0.04293 19 1/27/2000 0.0282 0.000793493
20 1/28/2000 0.0478 0.001788396 0.042289 20 1/28/2000 0.0478 0.002285414
21 1/31/2000 -0.0012 0.001818737 0.042647 21 1/31/2000 -0.0012 0.000001539
22 2/1/2000 0.0602 0.001723321 0.041513 22 2/1/2000 0.0602 0.003622011
23 2/2/2000 -0.0020 0.001831044 0.042791 23 2/2/2000 -0.0020 0.000003857
24 2/3/2000 0.0127 0.001734768 0.041651 24 2/3/2000 0.0127 0.000160471
25 2/4/2000 0.0139 0.001654652 0.040677 25 2/4/2000 0.0139 0.000194094
26 2/7/2000 0.0187 0.001582761 0.039784 26 2/7/2000 0.0187 0.000350370
27 2/8/2000 -0.0327 0.00152506 0.039052 27 2/8/2000 -0.0327 0.001070053
28 2/9/2000 -0.0157 0.001510838 0.03887 28 2/9/2000 -0.0157 0.000247973
29 2/10/2000 -0.0019 0.001453362 0.038123 29 2/10/2000 -0.0019 0.000003565
30 2/11/2000 -0.0153 0.001387285 0.037246 30 2/11/2000 -0.0153 0.000233529
31 2/14/2000 -0.0241 0.001338913 0.036591 31 2/14/2000 -0.0241 0.000581854
32 2/15/2000 0.0500 0.00131322 0.036238 32 2/15/2000 0.0500 0.002503946
33 2/16/2000 0.0112 0.001393376 0.037328 33 2/16/2000 0.0112 0.000125960
34 2/17/2000 -0.0201 0.001338708 0.036588 34 2/17/2000 -0.0201 0.000402096
35 2/18/2000 0.0704 0.001303324 0.036102 35 2/18/2000 0.0704 0.004949805
36 2/21/2000 0.0800 0.001516348 0.03894 36 2/21/2000 0.0800 0.006394412
37 2/22/2000 0.0053 0.001790338 0.042312 37 2/22/2000 0.0053 0.000027936
38 2/23/2000 0.0025 0.00169862 0.041214 38 2/23/2000 0.0025 0.000006442
39 2/24/2000 -0.0341 0.001613078 0.040163 39 2/24/2000 -0.0341 0.001164581
40 2/25/2000 -0.0024 0.001596919 0.039961 40 2/25/2000 -0.0024 0.000005590
41 2/28/2000 -0.0211 0.001519467 0.03898 41 2/28/2000 -0.0211 0.000445189
42 2/29/2000 0.0228 0.00147195 0.038366 42 2/29/2000 0.0228 0.000519160
43 3/1/2000 -0.0026 0.001432229 0.037845 43 3/1/2000 -0.0026 0.000006636
44 3/2/2000 0.0541 0.001368009 0.036987 44 3/2/2000 0.0541 0.002926352
45 3/3/2000 0.0017 0.001466591 0.038296 45 3/3/2000 0.0017 0.000003011
46 3/6/2000 0.0129 0.001399426 0.037409 46 3/6/2000 0.0129 0.000167285
Garch(1,1) model
47 3/7/2000 0.0680 0.001346506 0.036695 47 3/7/2000 0.0680 0.004624196
48 3/8/2000 -0.0256 0.001538492 0.039224 48 3/8/2000 -0.0256 0.000654340
49 3/9/2000 -0.0187 0.001500747 0.038739 49 3/9/2000 -0.0187 0.000347939
50 3/10/2000 -0.0348 0.001449476 0.038072 50 3/10/2000 -0.0348 0.001208312
51 3/13/2000 0.0199 0.001448767 0.038063 51 3/13/2000 0.0199 0.000397479
52 3/14/2000 0.0139 0.001404329 0.037474 52 3/14/2000 0.0139 0.000192573
53 3/15/2000 -0.0502 0.001352382 0.036775 53 3/15/2000 -0.0502 0.002515701
54 3/16/2000 0.0096 0.001430039 0.037816 54 3/16/2000 0.0096 0.000092144
55 3/17/2000 0.0151 0.001370612 0.037022 55 3/17/2000 0.0151 0.000227351
56 3/20/2000 0.0072 0.00132324 0.036376 56 3/20/2000 0.0072 0.000051940
57 3/21/2000 0.0075 0.001270185 0.03564 57 3/21/2000 0.0075 0.000056311
58 3/22/2000 -0.0830 0.001221611 0.034952 58 3/22/2000 -0.0830 0.006891464
59 3/23/2000 -0.0189 0.001546021 0.039319 59 3/23/2000 -0.0189 0.000356103
60 3/24/2000 -0.0608 0.001491569 0.038621 60 3/24/2000 -0.0608 0.003691238
61 3/27/2000 0.0092 0.001621571 0.040269 61 3/27/2000 0.0092 0.000084248
62 3/28/2000 -0.0330 0.001546394 0.039324 62 3/28/2000 -0.0330 0.001086145
63 3/29/2000 0.0032 0.001531335 0.039132 63 3/29/2000 0.0032 0.000010211
64 3/30/2000 0.0051 0.001459379 0.038202 64 3/30/2000 0.0051 0.000026511
65 3/31/2000 0.0287 0.00139406 0.037337 65 3/31/2000 0.0287 0.000825813
66 4/3/2000 0.0150 0.00137713 0.03711 66 4/3/2000 0.0150 0.000225187
67 4/4/2000 0.0613 0.001329119 0.036457 67 4/4/2000 0.0613 0.003753589
68 4/5/2000 0.0356 0.001475483 0.038412 68 4/5/2000 0.0356 0.001268770
69 4/6/2000 -0.0041 0.001475958 0.038418 69 4/6/2000 -0.0041 0.000016790
70 4/7/2000 0.0617 0.001408788 0.037534 70 4/7/2000 0.0617 0.003804307
71 4/10/2000 -0.0835 0.001551518 0.039389 71 4/10/2000 -0.0835 0.006965182
72 4/11/2000 -0.0351 0.001853516 0.043052 72 4/11/2000 -0.0351 0.001231949
73 4/12/2000 0.0400 0.00182176 0.042682 73 4/12/2000 0.0400 0.001596793
74 4/13/2000 -0.0279 0.001812246 0.04257 74 4/13/2000 -0.0279 0.000777062
75 4/14/2000 -0.0732 0.001759228 0.041943 75 4/14/2000 -0.0732 0.005363555
76 4/17/2000 0.0114 0.001958122 0.044251 76 4/17/2000 0.0114 0.000128880
77 4/18/2000 0.0185 0.001858431 0.04311 77 4/18/2000 0.0185 0.000343370
78 4/19/2000 -0.0146 0.001778299 0.04217 78 4/19/2000 -0.0146 0.000212345
79 4/20/2000 -0.0178 0.001697502 0.041201 79 4/20/2000 -0.0178 0.000317162
80 4/25/2000 -0.0317 0.001628828 0.040359 80 4/25/2000 -0.0317 0.001008057
81 4/26/2000 0.0015 0.001602957 0.040037 81 4/26/2000 0.0015 0.000002368
82 4/27/2000 0.0189 0.001524848 0.039049 82 4/27/2000 0.0189 0.000356656
83 4/28/2000 0.0059 0.00147212 0.038368 83 4/28/2000 0.0059 0.000035193
84 5/2/2000 -0.0089 0.001406251 0.0375 84 5/2/2000 -0.0089 0.000078500
85 5/3/2000 0.0064 0.00134799 0.036715 85 5/3/2000 0.0064 0.000040828
86 5/4/2000 0.0322 0.001292355 0.035949 86 5/4/2000 0.0322 0.001035262
87 5/5/2000 0.0015 0.001294871 0.035984 87 5/5/2000 0.0015 0.000002385
88 5/8/2000 -0.0140 0.00124141 0.035234 88 5/8/2000 -0.0140 0.000196169
89 5/9/2000 0.0302 0.00120269 0.03468 89 5/9/2000 0.0302 0.000912552
90 5/10/2000 0.0457 0.001205753 0.034724 90 5/10/2000 0.0457 0.002090179
91 5/11/2000 0.0059 0.001272162 0.035667 91 5/11/2000 0.0059 0.000034648
92 5/12/2000 -0.0004 0.00122226 0.034961 92 5/12/2000 -0.0004 0.000000183
93 5/15/2000 -0.0106 0.001174489 0.034271 93 5/15/2000 -0.0106 0.000113116
94 5/16/2000 0.0662 0.001136639 0.033714 94 5/16/2000 0.0662 0.004378025
95 5/17/2000 -0.0003 0.001332121 0.036498 95 5/17/2000 -0.0003 0.000000064
96 5/18/2000 0.0155 0.001275555 0.035715 96 5/18/2000 0.0155 0.000239334
97 5/19/2000 0.0382 0.001236434 0.035163 97 5/19/2000 0.0382 0.001461380
98 5/22/2000 0.0161 0.001266434 0.035587 98 5/22/2000 0.0161 0.000258926
99 5/23/2000 0.0175 0.001229101 0.035059 99 5/23/2000 0.0175 0.000307369
100 5/24/2000 -0.0424 0.001197371 0.034603 100 5/24/2000 -0.0424 0.001799408
101 5/25/2000 0.0025 0.00124875 0.035338 101 5/25/2000 0.0025 0.000006400
102 5/26/2000 -0.0084 0.001199195 0.034629 102 5/26/2000 -0.0084 0.000069988
103 5/29/2000 -0.0191 0.001157039 0.034015 103 5/29/2000 -0.0191 0.000364897
104 5/30/2000 0.0129 0.00113418 0.033678 104 5/30/2000 0.0129 0.000167493
105 5/31/2000 0.0158 0.00110249 0.033204 105 5/31/2000 0.0158 0.000248118
106 6/1/2000 -0.0800 0.00107769 0.032828 106 6/1/2000 -0.0800 0.006398748
107 6/2/2000 0.0470 0.001387007 0.037243 107 6/2/2000 0.0470 0.002211349
108 6/5/2000 -0.0502 0.001445459 0.038019 108 6/5/2000 -0.0502 0.002519547
109 6/6/2000 -0.1177 0.001515878 0.038934 109 6/6/2000 -0.1177 0.013846972
110 6/7/2000 0.0083 0.002192344 0.046822 110 6/7/2000 0.0083 0.000069694
111 6/8/2000 0.0212 0.00207072 0.045505 111 6/8/2000 0.0212 0.000448172
112 6/9/2000 0.0933 0.001979264 0.044489 112 6/9/2000 0.0933 0.008709068
113 6/12/2000 -0.0203 0.002341212 0.048386 113 6/12/2000 -0.0203 0.000410522
114 6/13/2000 0.0246 0.002226084 0.047181 114 6/13/2000 0.0246 0.000605835
115 6/14/2000 -0.0224 0.002130712 0.04616 115 6/14/2000 -0.0224 0.000500108
116 6/15/2000 0.0286 0.002037261 0.045136 116 6/15/2000 0.0286 0.000820598
117 6/16/2000 0.0037 0.001968592 0.044369 117 6/16/2000 0.0037 0.000013936
118 6/19/2000 -0.0271 0.001861857 0.043149 118 6/19/2000 -0.0271 0.000733585
119 6/20/2000 0.0226 0.001802522 0.042456 119 6/20/2000 0.0226 0.000510744
120 6/21/2000 -0.0269 0.001735901 0.041664 120 6/21/2000 -0.0269 0.000722033
121 6/22/2000 0.0058 0.001686019 0.041061 121 6/22/2000 0.0058 0.000033835
122 6/23/2000 -0.0055 0.001602964 0.040037 122 6/23/2000 -0.0055 0.000030191
123 6/26/2000 0.0408 0.001526357 0.039069 123 6/26/2000 0.0408 0.001667983
124 6/27/2000 -0.0231 0.00154432 0.039298 124 6/27/2000 -0.0231 0.000534294
125 6/28/2000 -0.0689 0.001499626 0.038725 125 6/28/2000 -0.0689 0.004747355
126 6/29/2000 -0.0574 0.001686013 0.041061 126 6/29/2000 -0.0574 0.003299865
127 6/30/2000 0.0453 0.001779325 0.042182 127 6/30/2000 0.0453 0.002051086
128 7/3/2000 0.0253 0.001797737 0.0424 128 7/3/2000 0.0253 0.000641340
129 7/4/2000 -0.0198 0.001738551 0.041696 129 7/4/2000 -0.0198 0.000393617
130 7/5/2000 0.0219 0.001670722 0.040874 130 7/5/2000 0.0219 0.000477458
131 7/6/2000 -0.0048 0.001612847 0.04016 131 7/6/2000 -0.0048 0.000022908
132 7/7/2000 -0.0035 0.001535056 0.03918 132 7/7/2000 -0.0035 0.000012019
133 7/10/2000 -0.0432 0.001462901 0.038248 133 7/10/2000 -0.0432 0.001866415
134 7/11/2000 -0.0092 0.001496655 0.038687 134 7/11/2000 -0.0092 0.000085508
135 7/12/2000 0.0515 0.00143154 0.037836 135 7/12/2000 0.0515 0.002654519
136 7/13/2000 -0.0148 0.001510361 0.038863 136 7/13/2000 -0.0148 0.000219064
137 7/14/2000 0.0013 0.001451362 0.038097 137 7/14/2000 0.0013 0.000001642
138 7/17/2000 -0.0068 0.001385341 0.03722 138 7/17/2000 -0.0068 0.000045648
139 7/18/2000 0.1154 0.001326979 0.036428 139 7/18/2000 0.1154 0.013323927
140 7/19/2000 -0.0473 0.001990313 0.044613 140 7/19/2000 -0.0473 0.002233161
141 7/20/2000 -0.0144 0.002001678 0.04474 141 7/20/2000 -0.0144 0.000207162
142 7/21/2000 -0.0129 0.001902731 0.04362 142 7/21/2000 -0.0129 0.000166145
143 7/24/2000 0.0345 0.001809484 0.042538 143 7/24/2000 0.0345 0.001190392
144 7/25/2000 -0.0299 0.001779007 0.042178 144 7/25/2000 -0.0299 0.000895397
145 7/26/2000 -0.0456 0.001735038 0.041654 145 7/26/2000 -0.0456 0.002078513
146 7/27/2000 -0.0233 0.001758474 0.041934 146 7/27/2000 -0.0233 0.000540821
147 7/28/2000 0.0068 0.001697001 0.041195 147 7/28/2000 0.0068 0.000045577
148 7/31/2000 0.0279 0.001613702 0.040171 148 7/31/2000 0.0279 0.000780194
149 8/1/2000 0.0863 0.001576736 0.039708 149 8/1/2000 0.0863 0.007451954
150 8/2/2000 0.0095 0.001903003 0.043623 150 8/2/2000 0.0095 0.000090410
151 8/3/2000 0.0433 0.001805645 0.042493 151 8/3/2000 0.0433 0.001875175
152 8/4/2000 -0.0376 0.001812452 0.042573 152 8/4/2000 -0.0376 0.001414421
153 8/7/2000 -0.0429 0.001793835 0.042354 153 8/7/2000 -0.0429 0.001836124
154 8/8/2000 -0.0321 0.001799479 0.04242 154 8/8/2000 -0.0321 0.001030581
155 8/9/2000 -0.0297 0.001761172 0.041966 155 8/9/2000 -0.0297 0.000882607
156 8/10/2000 -0.0706 0.001717939 0.041448 156 8/10/2000 -0.0706 0.004979008
157 8/11/2000 0.0377 0.00189937 0.043582 157 8/11/2000 0.0377 0.001423308
158 8/14/2000 -0.0585 0.001874279 0.043293 158 8/14/2000 -0.0585 0.003427745
159 8/16/2000 0.0624 0.001959435 0.044266 159 8/16/2000 0.0624 0.003888197
160 8/17/2000 -0.0562 0.002062643 0.045416 160 8/17/2000 -0.0562 0.003162261
161 8/18/2000 -0.0011 0.002118394 0.046026 161 8/18/2000 -0.0011 0.000001170
162 8/21/2000 -0.0468 0.001998985 0.04471 162 8/21/2000 -0.0468 0.002191335
163 8/22/2000 -0.0070 0.002007399 0.044804 163 8/22/2000 -0.0070 0.000049613
164 8/23/2000 -0.0302 0.001899486 0.043583 164 8/23/2000 -0.0302 0.000913674
165 8/24/2000 -0.0869 0.001846865 0.042975 165 8/24/2000 -0.0869 0.007553051
166 8/25/2000 0.0852 0.002156981 0.046443 166 8/25/2000 0.0852 0.007257665
167 8/28/2000 -0.0350 0.002426336 0.049258 167 8/28/2000 -0.0350 0.001228396
168 8/29/2000 0.0073 0.002348563 0.048462 168 8/29/2000 0.0073 0.000053837
169 8/30/2000 0.0607 0.002213585 0.047049 169 8/30/2000 0.0607 0.003679421
170 8/31/2000 0.0392 0.002285187 0.047804 170 8/31/2000 0.0392 0.001539391
171 9/1/2000 0.0298 0.002235499 0.047281 171 9/1/2000 0.0298 0.000889135
172 9/4/2000 0.0341 0.002154672 0.046418 172 9/4/2000 0.0341 0.001165293
173 9/5/2000 -0.0211 0.002095224 0.045774 173 9/5/2000 -0.0211 0.000445313
174 9/6/2000 0.0201 0.002001653 0.04474 174 9/6/2000 0.0201 0.000404554
175 9/7/2000 -0.0588 0.001913367 0.043742 175 9/7/2000 -0.0588 0.003462707
176 9/8/2000 0.0329 0.001997284 0.044691 176 9/8/2000 0.0329 0.001085666
177 9/11/2000 0.0315 0.001946127 0.044115 177 9/11/2000 0.0315 0.000991320
178 9/12/2000 -0.0089 0.001893968 0.04352 178 9/12/2000 -0.0089 0.000079340
179 9/13/2000 -0.0524 0.001796735 0.042388 179 9/13/2000 -0.0524 0.002743392
180 9/14/2000 -0.0049 0.00185114 0.043025 180 9/14/2000 -0.0049 0.000023833
181 9/15/2000 0.0618 0.001754335 0.041885 181 9/15/2000 0.0618 0.003823013
182 9/18/2000 0.0425 0.001870431 0.043248 182 9/18/2000 0.0425 0.001804013
183 9/19/2000 -0.0387 0.001868213 0.043223 183 9/19/2000 -0.0387 0.001497977
184 9/20/2000 0.0294 0.001849647 0.043008 184 9/20/2000 0.0294 0.000865755
185 9/21/2000 0.1217 0.001798426 0.042408 185 9/21/2000 0.1217 0.014812370
186 9/22/2000 0.0093 0.00250442 0.050044 186 9/22/2000 0.0093 0.000085675
187 9/25/2000 -0.0149 0.002358693 0.048566 187 9/25/2000 -0.0149 0.000220708
188 9/26/2000 0.0398 0.002231916 0.047243 188 9/26/2000 0.0398 0.001584685
189 9/27/2000 -0.0371 0.002188935 0.046786 189 9/27/2000 -0.0371 0.001375273
190 9/28/2000 -0.0768 0.002138085 0.046239 190 9/28/2000 -0.0768 0.005900503
191 9/29/2000 -0.0497 0.002335666 0.048329 191 9/29/2000 -0.0497 0.002471249
192 10/2/2000 0.0856 0.00233226 0.048293 192 10/2/2000 0.0856 0.007324747
193 10/3/2000 -0.0759 0.002591215 0.050904 193 10/3/2000 -0.0759 0.005758336
194 10/4/2000 0.0080 0.002744868 0.052391 194 10/4/2000 0.0080 0.000063413
195 10/5/2000 0.0290 0.002578703 0.050781 195 10/5/2000 0.0290 0.000840690
196 10/6/2000 0.0627 0.002467804 0.049677 196 10/6/2000 0.0627 0.003928033
197 10/9/2000 0.0389 0.002532494 0.050324 197 10/9/2000 0.0389 0.001514308
198 10/10/2000 0.0468 0.002461667 0.049615 198 10/10/2000 0.0468 0.002194192
199 10/11/2000 0.0446 0.00243322 0.049328 199 10/11/2000 0.0446 0.001989700
200 10/12/2000 0.0031 0.002396006 0.048949 200 10/12/2000 0.0031 0.000009359
201 10/13/2000 0.0045 0.002254831 0.047485 201 10/13/2000 0.0045 0.000020335
202 10/16/2000 0.0483 0.002125543 0.046104 202 10/16/2000 0.0483 0.002333434
203 10/17/2000 -0.0217 0.002131505 0.046168 203 10/17/2000 -0.0217 0.000472005
204 10/18/2000 -0.0826 0.002036472 0.045127 204 10/18/2000 -0.0826 0.006827342
205 10/19/2000 0.0202 0.002292231 0.047877 205 10/19/2000 0.0202 0.000409898
206 10/20/2000 0.0425 0.002180987 0.046701 206 10/20/2000 0.0425 0.001806691
207 10/23/2000 -0.0960 0.002154069 0.046412 207 10/23/2000 -0.0960 0.009214058
208 10/24/2000 -0.0446 0.002529303 0.050292 208 10/24/2000 -0.0446 0.001990216
209 10/25/2000 0.1010 0.00248443 0.049844 209 10/25/2000 0.1010 0.010208934
210 10/26/2000 -0.0715 0.002886958 0.05373 210 10/26/2000 -0.0715 0.005115656
211 10/27/2000 -0.0164 0.002982247 0.05461 211 10/27/2000 -0.0164 0.000267900
212 10/30/2000 -0.0778 0.002808134 0.052992 212 10/30/2000 -0.0778 0.006057426
213 10/31/2000 -0.0819 0.002960584 0.054411 213 10/31/2000 -0.0819 0.006703925
214 11/1/2000 0.0421 0.003135749 0.055998 214 11/1/2000 0.0421 0.001776515
215 11/2/2000 0.0216 0.003030821 0.055053 215 11/2/2000 0.0216 0.000466300
216 11/3/2000 -0.0270 0.002863536 0.053512 216 11/3/2000 -0.0270 0.000728294
217 11/6/2000 -0.0190 0.002723781 0.05219 217 11/6/2000 -0.0190 0.000361016
218 11/7/2000 0.0140 0.002575373 0.050748 218 11/7/2000 0.0140 0.000196662
219 11/8/2000 -0.0443 0.002429963 0.049295 219 11/8/2000 -0.0443 0.001959481
220 11/9/2000 0.0702 0.002391378 0.048902 220 11/9/2000 0.0702 0.004921483
221 11/10/2000 0.0001 0.002515828 0.050158 221 11/10/2000 0.0001 0.000000017
222 11/13/2000 -0.0197 0.002364563 0.048627 222 11/13/2000 -0.0197 0.000388804
223 11/14/2000 -0.0228 0.002246393 0.047396 223 11/14/2000 -0.0228 0.000521709
224 11/15/2000 0.0179 0.002144854 0.046313 224 11/15/2000 0.0179 0.000319696
225 11/16/2000 0.0048 0.002040529 0.045172 225 11/16/2000 0.0048 0.000022825
226 11/17/2000 -0.0461 0.001928519 0.043915 226 11/17/2000 -0.0461 0.002125539
227 11/20/2000 0.0559 0.001939017 0.044034 227 11/20/2000 0.0559 0.003129070
228 11/21/2000 0.0117 0.002002865 0.044753 228 11/21/2000 0.0117 0.000137427
229 11/22/2000 0.0430 0.001900057 0.04359 229 11/22/2000 0.0430 0.001852860
230 11/23/2000 0.0371 0.001898107 0.043567 230 11/23/2000 0.0371 0.001377180
231 11/24/2000 0.0631 0.001870626 0.043251 231 11/24/2000 0.0631 0.003976507
232 11/27/2000 0.0478 0.001985707 0.044561 232 11/27/2000 0.0478 0.002281494
233 11/28/2000 -0.0246 0.002000052 0.044722 233 11/28/2000 -0.0246 0.000605129
234 11/29/2000 0.0322 0.001922724 0.043849 234 11/29/2000 0.0322 0.001039363
235 11/30/2000 0.0031 0.001875032 0.043302 235 11/30/2000 0.0031 0.000009317
236 12/1/2000 0.0175 0.001775533 0.042137 236 12/1/2000 0.0175 0.000307586
237 12/4/2000 0.0477 0.0017001 0.041232 237 12/4/2000 0.0477 0.002274222
238 12/5/2000 0.0524 0.0017369 0.041676 238 12/5/2000 0.0524 0.002746168
239 12/6/2000 -0.0112 0.001796241 0.042382 239 12/6/2000 -0.0112 0.000124941
240 12/7/2000 -0.0240 0.001709288 0.041344 240 12/7/2000 -0.0240 0.000574812
241 12/8/2000 -0.0647 0.001653585 0.040664 241 12/8/2000 -0.0647 0.004181489
242 12/11/2000 -0.0253 0.001797099 0.042392 242 12/11/2000 -0.0253 0.000639856
243 12/12/2000 -0.0090 0.001737883 0.041688 243 12/12/2000 -0.0090 0.000080340
244 12/13/2000 -0.0207 0.001653191 0.040659 244 12/13/2000 -0.0207 0.000429311
245 12/14/2000 -0.0086 0.001594118 0.039926 245 12/14/2000 -0.0086 0.000073350
246 12/15/2000 -0.0070 0.00152055 0.038994 246 12/15/2000 -0.0070 0.000048734
247 12/18/2000 -0.0498 0.001451537 0.038099 247 12/18/2000 -0.0498 0.002480619
248 12/19/2000 0.0376 0.001519368 0.038979 248 12/19/2000 0.0376 0.001417028
249 12/20/2000 0.0075 0.001524338 0.039043 249 12/20/2000 0.0075 0.000055690
250 12/21/2000 -0.0259 0.001455398 0.03815 250 12/21/2000 -0.0259 0.000669849
251 12/22/2000 0.0188 0.001425138 0.037751 251 12/22/2000 0.0188 0.000353843
252 12/27/2000 -0.0434 0.001380235 0.037152 252 12/27/2000 -0.0434 0.001886192
253 12/28/2000 -0.0223 0.00142167 0.037705 253 12/28/2000 -0.0223 0.000496468
254 12/29/2000 0.0209 0.001384746 0.037212 254 12/29/2000 0.0209 0.000437926
255 1/2/2001 0.0184 0.001347614 0.03671 255 1/2/2001 0.0184 0.000337065
256 1/3/2001 -0.0163 0.001308007 0.036166 256 1/3/2001 -0.0163 0.000264491
257 1/4/2001 0.0041 0.001267649 0.035604 257 1/4/2001 0.0041 0.000016543
258 1/5/2001 0.0358 0.00121713 0.034887 258 1/5/2001 0.0358 0.001281806
259 1/8/2001 0.0509 0.001238977 0.035199 259 1/8/2001 0.0509 0.002595531
260 1/9/2001 -0.0293 0.001330018 0.036469 260 1/9/2001 -0.0293 0.000856570
261 1/10/2001 0.0336 0.001319871 0.03633 261 1/10/2001 0.0336 0.001130822
262 1/11/2001 0.0018 0.001325346 0.036405 262 1/11/2001 0.0018 0.000003279
263 1/12/2001 -0.0311 0.001269495 0.03563 263 1/12/2001 -0.0311 0.000966958
264 1/15/2001 -0.0597 0.001270151 0.035639 264 1/15/2001 -0.0597 0.003566805
265 1/16/2001 0.0376 0.001411147 0.037565 265 1/16/2001 0.0376 0.001410095
266 1/17/2001 0.0382 0.0014244 0.037741 266 1/17/2001 0.0382 0.001461033
267 1/18/2001 0.0284 0.001439344 0.037939 267 1/18/2001 0.0284 0.000805281
268 1/19/2001 0.0032 0.001417681 0.037652 268 1/19/2001 0.0032 0.000010115
269 1/22/2001 -0.0100 0.001354813 0.036808 269 1/22/2001 -0.0100 0.000099846
270 1/23/2001 0.0477 0.00130182 0.036081 270 1/23/2001 0.0477 0.002278613
271 1/24/2001 -0.0026 0.001370719 0.037023 271 1/24/2001 -0.0026 0.000006581
272 1/25/2001 -0.0719 0.001311417 0.036213 272 1/25/2001 -0.0719 0.005163799
273 1/26/2001 -0.0061 0.001535349 0.039184 273 1/26/2001 -0.0061 0.000036819
274 1/29/2001 -0.0325 0.001464509 0.038269 274 1/29/2001 -0.0325 0.001059202
275 1/30/2001 -0.0460 0.001454545 0.038139 275 1/30/2001 -0.0460 0.002112683
276 1/31/2001 0.0286 0.001502267 0.038759 276 1/31/2001 0.0286 0.000816167
277 2/1/2001 0.0471 0.001476158 0.038421 277 2/1/2001 0.0471 0.002218785
278 2/2/2001 -0.0705 0.00152788 0.039088 278 2/2/2001 -0.0705 0.004974468
279 2/5/2001 0.0499 0.001724271 0.041524 279 2/5/2001 0.0499 0.002490652
280 2/6/2001 0.0504 0.001770824 0.042081 280 2/6/2001 0.0504 0.002541371
281 2/7/2001 0.0746 0.001816393 0.042619 281 2/7/2001 0.0746 0.005566985
282 2/8/2001 0.0250 0.002021698 0.044963 282 2/8/2001 0.0250 0.000623778
283 2/9/2001 0.0263 0.001943646 0.044087 283 2/9/2001 0.0263 0.000690875
284 2/12/2001 -0.0244 0.001875462 0.043307 284 2/12/2001 -0.0244 0.000593590
285 2/13/2001 -0.0133 0.001807479 0.042514 285 2/13/2001 -0.0133 0.000176866
286 2/14/2001 -0.0515 0.001722431 0.041502 286 2/14/2001 -0.0515 0.002655522
287 2/15/2001 0.0039 0.001778035 0.042167 287 2/15/2001 0.0039 0.000015236
288 2/16/2001 -0.0034 0.001686615 0.041068 288 2/16/2001 -0.0034 0.000011397
289 2/19/2001 -0.0083 0.001602301 0.040029 289 2/19/2001 -0.0083 0.000069126
290 2/20/2001 -0.0323 0.00152785 0.039088 290 2/20/2001 -0.0323 0.001040248
291 2/21/2001 0.0078 0.001511795 0.038882 291 2/21/2001 0.0078 0.000060410
292 2/22/2001 -0.0269 0.001444114 0.038001 292 2/22/2001 -0.0269 0.000723554
293 2/23/2001 0.0699 0.001417657 0.037652 293 2/23/2001 0.0699 0.004891934
294 2/26/2001 -0.0314 0.001618409 0.040229 294 2/26/2001 -0.0314 0.000986497
295 2/27/2001 -0.0594 0.001592207 0.039902 295 2/27/2001 -0.0594 0.003530867
296 2/28/2001 0.0261 0.001705497 0.041298 296 2/28/2001 0.0261 0.000682609
297 3/1/2001 -0.0262 0.001655918 0.040693 297 3/1/2001 -0.0262 0.000685173
298 3/2/2001 -0.0309 0.001610444 0.04013 298 3/2/2001 -0.0309 0.000956622
299 3/5/2001 -0.0475 0.001583266 0.03979 299 3/5/2001 -0.0475 0.002255815
300 3/6/2001 0.0317 0.001628419 0.040354 300 3/6/2001 0.0317 0.001003600
301 3/7/2001 -0.0302 0.00160234 0.040029 301 3/7/2001 -0.0302 0.000914444
302 3/8/2001 -0.0293 0.001573533 0.039668 302 3/8/2001 -0.0293 0.000859612
303 3/9/2001 -0.0018 0.001544069 0.039295 303 3/9/2001 -0.0018 0.000003398
304 3/12/2001 0.0338 0.001470727 0.03835 304 3/12/2001 0.0338 0.001145031
305 3/13/2001 0.0002 0.0014649 0.038274 305 3/13/2001 0.0002 0.000000025
306 3/14/2001 -0.0327 0.00139771 0.037386 306 3/14/2001 -0.0327 0.001069222
307 3/15/2001 0.0296 0.001393631 0.037331 307 3/15/2001 0.0296 0.000878490
308 3/16/2001 -0.0110 0.001379579 0.037143 308 3/16/2001 -0.0110 0.000122093
309 3/19/2001 0.0016 0.001325806 0.036412 309 3/19/2001 0.0016 0.000002491
310 3/20/2001 0.0322 0.001269876 0.035635 310 3/20/2001 0.0322 0.001039713
311 3/21/2001 -0.0114 0.00127443 0.035699 311 3/21/2001 -0.0114 0.000129980
312 3/22/2001 -0.0063 0.001229495 0.035064 312 3/22/2001 -0.0063 0.000039140
313 3/23/2001 0.0671 0.001183249 0.034398 313 3/23/2001 0.0671 0.004496116
314 3/26/2001 0.0227 0.001381379 0.037167 314 3/26/2001 0.0227 0.000513089
315 3/27/2001 -0.0470 0.001348575 0.036723 315 3/27/2001 -0.0470 0.002213701
316 3/28/2001 0.0123 0.001410229 0.037553 316 3/28/2001 0.0123 0.000150336
317 3/29/2001 0.0280 0.001355529 0.036818 317 3/29/2001 0.0280 0.000786405
318 3/30/2001 0.0362 0.001339553 0.0366 318 3/30/2001 0.0362 0.001311722
319 4/2/2001 -0.0687 0.001353221 0.036786 319 4/2/2001 -0.0687 0.004717446
320 4/3/2001 0.0121 0.001549706 0.039366 320 4/3/2001 0.0121 0.000145905
321 4/4/2001 -0.0424 0.001483608 0.038518 321 4/4/2001 -0.0424 0.001793741
322 4/5/2001 0.0648 0.001511782 0.038882 322 4/5/2001 0.0648 0.004201264
323 4/6/2001 -0.0439 0.001667707 0.040838 323 4/6/2001 -0.0439 0.001927698
324 4/9/2001 -0.0039 0.001688386 0.04109 324 4/9/2001 -0.0039 0.000015392
325 4/10/2001 -0.0598 0.001604147 0.040052 325 4/10/2001 -0.0598 0.003573209
326 4/11/2001 -0.0055 0.001718768 0.041458 326 4/11/2001 -0.0055 0.000029982
327 4/12/2001 -0.0215 0.001632886 0.040409 327 4/12/2001 -0.0215 0.000461328
328 4/17/2001 0.0483 0.001577167 0.039714 328 4/17/2001 0.0483 0.002336746
329 4/18/2001 -0.0285 0.001627178 0.040338 329 4/18/2001 -0.0285 0.000810726
330 4/19/2001 -0.0150 0.001590783 0.039885 330 4/19/2001 -0.0150 0.000225764
331 4/20/2001 -0.0733 0.001525711 0.03906 331 4/20/2001 -0.0733 0.005367161
332 4/23/2001 0.0808 0.001743481 0.041755 332 4/23/2001 0.0808 0.006525506
333 4/24/2001 -0.0504 0.00200638 0.044793 333 4/24/2001 -0.0504 0.002536191
334 4/25/2001 -0.0241 0.002032824 0.045087 334 4/25/2001 -0.0241 0.000579615
335 4/26/2001 0.0132 0.001951497 0.044176 335 4/26/2001 0.0132 0.000173919
336 4/27/2001 0.0048 0.001854769 0.043067 336 4/27/2001 0.0048 0.000023421
337 4/30/2001 -0.0048 0.001757652 0.041924 337 4/30/2001 -0.0048 0.000022688
338 5/2/2001 0.0343 0.001668265 0.040844 338 5/2/2001 0.0343 0.001174539
339 5/3/2001 0.0423 0.001648229 0.040598 339 5/3/2001 0.0423 0.001785557
340 5/4/2001 0.0426 0.001662791 0.040777 340 5/4/2001 0.0426 0.001818159
341 5/7/2001 -0.0001 0.001677948 0.040963 341 5/7/2001 -0.0001 0.000000008
342 5/8/2001 0.0645 0.001593713 0.039921 342 5/8/2001 0.0645 0.004154050
343 5/9/2001 -0.0350 0.001740534 0.04172 343 5/9/2001 -0.0350 0.001224302
344 5/10/2001 0.0270 0.001717404 0.041442 344 5/10/2001 0.0270 0.000727055
345 5/11/2001 -0.0146 0.001669273 0.040857 345 5/11/2001 -0.0146 0.000213164
346 5/14/2001 -0.0558 0.001597242 0.039966 346 5/14/2001 -0.0558 0.003111016
347 5/15/2001 -0.1289 0.001687457 0.041079 347 5/15/2001 -0.1289 0.016614133
348 5/16/2001 0.0624 0.002499624 0.049996 348 5/16/2001 0.0624 0.003895635
349 5/17/2001 -0.0553 0.002560018 0.050597 349 5/17/2001 -0.0553 0.003053660
350 5/18/2001 0.0214 0.002570114 0.050696 350 5/18/2001 0.0214 0.000457172
351 5/21/2001 -0.0176 0.002439192 0.049388 351 5/21/2001 -0.0176 0.000311118
352 5/22/2001 -0.0175 0.002310857 0.048071 352 5/22/2001 -0.0175 0.000307492
353 5/23/2001 -0.0441 0.002192593 0.046825 353 5/23/2001 -0.0441 0.001943118
354 5/24/2001 0.0516 0.002172114 0.046606 354 5/24/2001 0.0516 0.002657698
355 5/25/2001 -0.0796 0.002191861 0.046817 355 5/25/2001 -0.0796 0.006335041
356 5/28/2001 0.0071 0.002408604 0.049078 356 5/28/2001 0.0071 0.000050051
357 5/29/2001 -0.0082 0.002268619 0.04763 357 5/29/2001 -0.0082 0.000066504
358 5/30/2001 -0.0831 0.00214072 0.046268 358 5/30/2001 -0.0831 0.006912615
359 5/31/2001 0.0648 0.002392744 0.048916 359 5/31/2001 0.0648 0.004205494
360 6/1/2001 0.0177 0.002478421 0.049784 360 6/1/2001 0.0177 0.000313056
361 6/4/2001 -0.0257 0.002347052 0.048446 361 6/4/2001 -0.0257 0.000658515
362 6/5/2001 -0.0283 0.002244848 0.04738 362 6/5/2001 -0.0283 0.000801632
363 6/6/2001 -0.0762 0.002158548 0.04646 363 6/6/2001 -0.0762 0.005806176
364 6/7/2001 -0.0372 0.002349398 0.048471 364 6/7/2001 -0.0372 0.001381026
365 6/8/2001 0.0561 0.002286022 0.047812 365 6/8/2001 0.0561 0.003147508
366 6/11/2001 -0.0196 0.002323105 0.048199 366 6/11/2001 -0.0196 0.000385818
367 6/12/2001 -0.0496 0.002208091 0.04699 367 6/12/2001 -0.0496 0.002463869
368 6/13/2001 0.0034 0.002214493 0.047058 368 6/13/2001 0.0034 0.000011700
369 6/14/2001 0.0461 0.002087965 0.045694 369 6/14/2001 0.0461 0.002122932
370 6/15/2001 0.0535 0.002085566 0.045668 370 6/15/2001 0.0535 0.002862515
371 6/18/2001 -0.0269 0.002123297 0.046079 371 6/18/2001 -0.0269 0.000721436
372 6/19/2001 -0.0071 0.002042391 0.045193 372 6/19/2001 -0.0071 0.000050322
373 6/20/2001 -0.0494 0.001931717 0.043951 373 6/20/2001 -0.0494 0.002440740
374 6/21/2001 -0.0441 0.001958979 0.04426 374 6/21/2001 -0.0441 0.001947209
375 6/22/2001 -0.0163 0.00195741 0.044243 375 6/22/2001 -0.0163 0.000265008
376 6/25/2001 0.0221 0.001865128 0.043187 376 6/25/2001 0.0221 0.000488146
377 6/26/2001 -0.0019 0.001792278 0.042335 377 6/26/2001 -0.0019 0.000003574
378 6/27/2001 0.0089 0.001699088 0.04122 378 6/27/2001 0.0089 0.000079069
379 6/28/2001 -0.0574 0.001617431 0.040217 379 6/28/2001 -0.0574 0.003294020
380 6/29/2001 -0.0507 0.001715914 0.041424 380 6/29/2001 -0.0507 0.002574335
381 7/2/2001 -0.0261 0.001767655 0.042043 381 7/2/2001 -0.0261 0.000679026
382 7/3/2001 -0.0293 0.00171291 0.041387 382 7/3/2001 -0.0293 0.000861311
383 7/4/2001 -0.0122 0.001672388 0.040895 383 7/4/2001 -0.0122 0.000147907
384 7/5/2001 0.0216 0.001596584 0.039957 384 7/5/2001 0.0216 0.000466367
385 7/6/2001 0.0141 0.001544041 0.039294 385 7/6/2001 0.0141 0.000200205
386 7/9/2001 0.0081 0.001481328 0.038488 386 7/9/2001 0.0081 0.000065768
387 7/10/2001 -0.0171 0.001416374 0.037635 387 7/10/2001 -0.0171 0.000292609
388 7/11/2001 0.0183 0.001368865 0.036998 388 7/11/2001 0.0183 0.000336593
389 7/12/2001 -0.0278 0.001327532 0.036435 389 7/12/2001 -0.0278 0.000774658
390 7/13/2001 -0.0085 0.001313161 0.036238 390 7/13/2001 -0.0085 0.000072118
391 7/16/2001 0.0646 0.001262002 0.035525 391 7/16/2001 0.0646 0.004172374
392 7/17/2001 -0.0858 0.00143635 0.037899 392 7/17/2001 -0.0858 0.007366507
393 7/18/2001 -0.0230 0.001769233 0.042062 393 7/18/2001 -0.0230 0.000530755
394 7/19/2001 -0.0224 0.001706356 0.041308 394 7/19/2001 -0.0224 0.000501377
395 7/20/2001 0.0303 0.001646921 0.040582 395 7/20/2001 0.0303 0.000918466
396 7/23/2001 0.0048 0.001614765 0.040184 396 7/23/2001 0.0048 0.000023015
397 7/24/2001 -0.0029 0.001536827 0.039202 397 7/24/2001 -0.0029 0.000008495
398 7/25/2001 -0.0375 0.001464339 0.038267 398 7/25/2001 -0.0375 0.001406210
399 7/26/2001 -0.0103 0.001473127 0.038381 399 7/26/2001 -0.0103 0.000106150
400 7/27/2001 -0.0399 0.001411009 0.037563 400 7/27/2001 -0.0399 0.001595693
401 7/30/2001 0.0315 0.001434296 0.037872 401 7/30/2001 0.0315 0.000994002
402 7/31/2001 -0.0194 0.001423228 0.037726 402 7/31/2001 -0.0194 0.000375661
403 8/1/2001 -0.0065 0.001379656 0.037144 403 8/1/2001 -0.0065 0.000042802
404 8/2/2001 0.0275 0.001321595 0.036354 404 8/2/2001 0.0275 0.000753638
405 8/3/2001 -0.0272 0.001306564 0.036146 405 8/3/2001 -0.0272 0.000740364
406 8/6/2001 -0.0139 0.001292018 0.035945 406 8/6/2001 -0.0139 0.000194079
407 8/7/2001 0.0162 0.001249137 0.035343 407 8/7/2001 0.0162 0.000263113
408 8/8/2001 0.0285 0.001213414 0.034834 408 8/8/2001 0.0285 0.000813773
409 8/9/2001 -0.0430 0.001210285 0.034789 409 8/9/2001 -0.0430 0.001850992
410 8/10/2001 0.0161 0.001263416 0.035545 410 8/10/2001 0.0161 0.000258549
411 8/13/2001 0.0333 0.001226304 0.035019 411 8/13/2001 0.0333 0.001109855
412 8/14/2001 0.0279 0.001238132 0.035187 412 8/14/2001 0.0279 0.000775933
413 8/16/2001 0.0494 0.001230982 0.035085 413 8/16/2001 0.0494 0.002436883
414 8/17/2001 0.0699 0.001314095 0.03625 414 8/17/2001 0.0699 0.004885637
415 8/20/2001 0.0134 0.001522792 0.039023 415 8/20/2001 0.0134 0.000180323
416 8/21/2001 -0.0040 0.001460706 0.038219 416 8/21/2001 -0.0040 0.000015688
417 8/22/2001 0.0018 0.001394696 0.037346 417 8/22/2001 0.0018 0.000003084
418 8/23/2001 0.0263 0.001333287 0.036514 418 8/23/2001 0.0263 0.000691195
419 8/24/2001 0.0437 0.001313949 0.036248 419 8/24/2001 0.0437 0.001905789
420 8/27/2001 -0.0251 0.001361745 0.036902 420 8/27/2001 -0.0251 0.000630841
421 8/28/2001 -0.0068 0.001336871 0.036563 421 8/28/2001 -0.0068 0.000046571
422 8/29/2001 0.0117 0.001282436 0.035811 422 8/29/2001 0.0117 0.000136159
423 8/30/2001 -0.0032 0.001237194 0.035174 423 8/30/2001 -0.0032 0.000010016
424 8/31/2001 0.0251 0.001188759 0.034478 424 8/31/2001 0.0251 0.000629060
425 9/3/2001 -0.0065 0.001177628 0.034317 425 9/3/2001 -0.0065 0.000042543
426 9/4/2001 -0.0318 0.001135715 0.0337 426 9/4/2001 -0.0318 0.001009001
427 9/5/2001 0.0455 0.001149344 0.033902 427 9/5/2001 0.0455 0.002071009
428 9/6/2001 -0.0371 0.001219231 0.034917 428 9/6/2001 -0.0371 0.001379617
429 9/7/2001 0.0537 0.001246192 0.035301 429 9/7/2001 0.0537 0.002879587
430 9/10/2001 -0.0402 0.001351994 0.036769 430 9/10/2001 -0.0402 0.001616781
431 9/11/2001 -0.0096 0.001381141 0.037164 431 9/11/2001 -0.0096 0.000093022
432 9/12/2001 -0.0235 0.001325673 0.03641 432 9/12/2001 -0.0235 0.000551722
433 9/13/2001 0.0078 0.001299412 0.036047 433 9/13/2001 0.0078 0.000061073
434 9/14/2001 0.0462 0.001248757 0.035338 434 9/14/2001 0.0462 0.002136406
435 9/17/2001 0.0016 0.001314222 0.036252 435 9/17/2001 0.0016 0.000002635
436 9/18/2001 -0.0164 0.001259227 0.035486 436 9/18/2001 -0.0164 0.000269383
437 9/19/2001 -0.0015 0.001223035 0.034972 437 9/19/2001 -0.0015 0.000002164
438 9/20/2001 -0.0358 0.001175309 0.034283 438 9/20/2001 -0.0358 0.001281966
439 9/21/2001 -0.0298 0.001200511 0.034648 439 9/21/2001 -0.0298 0.000890202
440 9/24/2001 -0.0345 0.001202541 0.034678 440 9/24/2001 -0.0345 0.001193026
441 9/25/2001 0.0117 0.001220761 0.034939 441 9/25/2001 0.0117 0.000137792
442 9/26/2001 0.0247 0.001180541 0.034359 442 9/26/2001 0.0247 0.000611328
443 9/27/2001 -0.0108 0.001169109 0.034192 443 9/27/2001 -0.0108 0.000115648
444 9/28/2001 -0.0049 0.001131825 0.033643 444 9/28/2001 -0.0049 0.000024189
445 10/1/2001 0.0226 0.001092586 0.033054 445 10/1/2001 0.0226 0.000508980
446 10/2/2001 -0.0113 0.001082664 0.032904 446 10/2/2001 -0.0113 0.000128228
447 10/3/2001 0.0861 0.001052975 0.03245 447 10/3/2001 0.0861 0.007408263
448 10/4/2001 -0.0459 0.001418783 0.037667 448 10/4/2001 -0.0459 0.002108887
449 10/5/2001 -0.0506 0.00146916 0.03833 449 10/5/2001 -0.0506 0.002555539
450 10/8/2001 0.0086 0.001539627 0.039238 450 10/8/2001 0.0086 0.000074386
451 10/9/2001 0.0087 0.001470473 0.038347 451 10/9/2001 0.0087 0.000075151
452 10/10/2001 -0.0426 0.001406894 0.037509 452 10/10/2001 -0.0426 0.001818389
453 10/11/2001 -0.0010 0.001442535 0.037981 453 10/11/2001 -0.0010 0.000000922
454 10/12/2001 -0.0319 0.001377182 0.03711 454 10/12/2001 -0.0319 0.001015210
455 10/15/2001 -0.0186 0.001371829 0.037038 455 10/15/2001 -0.0186 0.000347403
456 10/16/2001 -0.0035 0.001330842 0.036481 456 10/16/2001 -0.0035 0.000012148
457 10/17/2001 -0.0347 0.001275031 0.035708 457 10/17/2001 -0.0347 0.001205811
458 10/18/2001 0.0012 0.001288142 0.035891 458 10/18/2001 0.0012 0.000001378
459 10/19/2001 0.0122 0.001235165 0.035145 459 10/19/2001 0.0122 0.000150038
460 10/22/2001 0.0242 0.001194454 0.034561 460 10/22/2001 0.0242 0.000584371
461 10/23/2001 0.0353 0.001180454 0.034358 461 10/23/2001 0.0353 0.001245309
462 10/24/2001 0.0033 0.001203264 0.034688 462 10/24/2001 0.0033 0.000011064
463 10/25/2001 -0.0256 0.0011576 0.034024 463 10/25/2001 -0.0256 0.000653754
464 10/26/2001 0.0386 0.001150295 0.033916 464 10/26/2001 0.0386 0.001487368
465 10/29/2001 0.0096 0.001188589 0.034476 465 10/29/2001 0.0096 0.000091525
466 10/30/2001 -0.0199 0.001148445 0.033889 466 10/30/2001 -0.0199 0.000395280
467 10/31/2001 -0.0141 0.001127914 0.033584 467 10/31/2001 -0.0141 0.000198183
468 11/1/2001 -0.0888 0.001098383 0.033142 468 11/1/2001 -0.0888 0.007888000
469 11/2/2001 -0.0073 0.001486464 0.038555 469 11/2/2001 -0.0073 0.000053618
470 11/5/2001 0.0193 0.001420443 0.037689 470 11/5/2001 0.0193 0.000374364
471 11/6/2001 -0.0898 0.001377023 0.037108 471 11/6/2001 -0.0898 0.008064083
472 11/7/2001 -0.0143 0.001752321 0.041861 472 11/7/2001 -0.0143 0.000205717
473 11/8/2001 0.0601 0.001673244 0.040905 473 11/8/2001 0.0601 0.003613526
474 11/9/2001 -0.0130 0.001784515 0.042244 474 11/9/2001 -0.0130 0.000169606
475 11/12/2001 0.0856 0.001700913 0.041242 475 11/12/2001 0.0856 0.007335591
476 11/13/2001 0.0141 0.002010962 0.044844 476 11/13/2001 0.0141 0.000197510
477 11/14/2001 -0.0251 0.00191075 0.043712 477 11/14/2001 -0.0251 0.000629274
478 11/15/2001 0.0175 0.001841871 0.042917 478 11/15/2001 0.0175 0.000305469
479 11/16/2001 0.0374 0.001761017 0.041964 479 11/16/2001 0.0374 0.001395027
480 11/19/2001 0.0538 0.001745467 0.041779 480 11/19/2001 0.0538 0.002893737
481 11/20/2001 0.0028 0.001812091 0.042569 481 11/20/2001 0.0028 0.000008075
482 11/21/2001 0.0084 0.00171756 0.041443 482 11/21/2001 0.0084 0.000070646
483 11/22/2001 0.0786 0.00163397 0.040422 483 11/22/2001 0.0786 0.006178917
484 11/23/2001 -0.0465 0.001886914 0.043439 484 11/23/2001 -0.0465 0.002160645
485 11/26/2001 0.0414 0.001902636 0.043619 485 11/26/2001 0.0414 0.001709826
486 11/27/2001 0.0173 0.001892756 0.043506 486 11/27/2001 0.0173 0.000300428
487 11/28/2001 -0.0480 0.001807558 0.042515 487 11/28/2001 -0.0480 0.002303995
488 11/29/2001 0.0405 0.001837369 0.042865 488 11/29/2001 0.0405 0.001639479
489 11/30/2001 -0.0458 0.001828912 0.042766 489 11/30/2001 -0.0458 0.002101027
490 12/3/2001 -0.0364 0.001846054 0.042966 490 12/3/2001 -0.0364 0.001325211
491 12/4/2001 -0.0562 0.001819931 0.042661 491 12/4/2001 -0.0562 0.003155670
492 12/5/2001 -0.0033 0.001894743 0.043529 492 12/5/2001 -0.0033 0.000011178
493 12/6/2001 -0.0055 0.001793767 0.042353 493 12/6/2001 -0.0055 0.000029995
494 12/7/2001 0.0470 0.001701885 0.041254 494 12/7/2001 0.0470 0.002213412
495 12/10/2001 0.0804 0.001735259 0.041656 495 12/10/2001 0.0804 0.006458971
496 12/11/2001 -0.0507 0.001995222 0.044668 496 12/11/2001 -0.0507 0.002568033
497 12/12/2001 -0.0154 0.002024278 0.044992 497 12/12/2001 -0.0154 0.000238654
498 12/13/2001 -0.0261 0.001925223 0.043877 498 12/13/2001 -0.0261 0.000680227
499 12/14/2001 0.0127 0.001857938 0.043104 499 12/14/2001 0.0127 0.000162308
500 12/17/2001 0.0108 0.001768067 0.042048 500 12/17/2001 0.0108 0.000117525
501 12/18/2001 0.0546 0.001682968 0.041024 501 12/18/2001 0.0546 0.002986263
502 12/19/2001 0.0449 0.001759589 0.041947 502 12/19/2001 0.0449 0.002016144
503 12/20/2001 0.0601 0.001777694 0.042163 503 12/20/2001 0.0601 0.003617417
504 12/21/2001 -0.0538 0.001880819 0.043368 504 12/21/2001 -0.0538 0.002892974
505 12/27/2001 0.0143 0.001936574 0.044007 505 12/27/2001 0.0143 0.000204513
506 12/28/2001 0.0570 0.001842692 0.042927 506 12/28/2001 0.0570 0.003246496
507 1/2/2002 -0.0276 0.001920587 0.043825 507 1/2/2002 -0.0276 0.000760742
508 1/3/2002 0.0945 0.00185802 0.043105 508 1/3/2002 0.0945 0.008922772
509 1/4/2002 -0.0220 0.002241208 0.047341 509 1/4/2002 -0.0220 0.000482785
510 1/7/2002 0.0005 0.002137982 0.046238 510 1/7/2002 0.0005 0.000000225
511 1/8/2002 0.0188 0.002016956 0.044911 511 1/8/2002 0.0188 0.000354773
512 1/9/2002 0.0996 0.001924757 0.043872 512 1/9/2002 0.0996 0.009922414
513 1/10/2002 0.0065 0.002356587 0.048545 513 1/10/2002 0.0065 0.000042512
514 1/11/2002 0.0782 0.002220355 0.047121 514 1/11/2002 0.0782 0.006116991
515 1/14/2002 0.0114 0.002423044 0.049224 515 1/14/2002 0.0114 0.000128912
516 1/15/2002 0.0040 0.002286162 0.047814 516 1/15/2002 0.0040 0.000016119
517 1/16/2002 -0.0211 0.00215414 0.046413 517 1/16/2002 -0.0211 0.000443641
518 1/17/2002 0.1015 0.002055765 0.045341 518 1/17/2002 0.1015 0.010301955
519 1/18/2002 0.0312 0.002497609 0.049976 519 1/18/2002 0.0312 0.000971943
520 1/21/2002 0.0129 0.002400286 0.048993 520 1/21/2002 0.0129 0.000166409
521 1/22/2002 -0.0623 0.002267249 0.047616 521 1/22/2002 -0.0623 0.003877769
522 1/23/2002 0.0158 0.002345268 0.048428 522 1/23/2002 0.0158 0.000251215
523 1/24/2002 0.0344 0.002221213 0.04713 523 1/24/2002 0.0344 0.001186095
524 1/25/2002 0.0098 0.002157565 0.04645 524 1/25/2002 0.0098 0.000096844
525 1/28/2002 -0.0584 0.002040189 0.045168 525 1/28/2002 -0.0584 0.003407317
526 1/29/2002 -0.0932 0.002110969 0.045945 526 1/29/2002 -0.0932 0.008688949
527 1/30/2002 -0.0300 0.002461295 0.049611 527 1/30/2002 -0.0300 0.000898691
528 1/31/2002 -0.0709 0.002362921 0.04861 528 1/31/2002 -0.0709 0.005020644
529 2/1/2002 0.0512 0.002495002 0.04995 529 2/1/2002 0.0512 0.002620845
530 2/4/2002 -0.0113 0.002486927 0.049869 530 2/4/2002 -0.0113 0.000127949
531 2/5/2002 -0.0366 0.002344882 0.048424 531 2/5/2002 -0.0366 0.001338540
532 2/6/2002 -0.0313 0.002279573 0.047745 532 2/6/2002 -0.0313 0.000981013
533 2/7/2002 0.0362 0.002200182 0.046906 533 2/7/2002 0.0362 0.001311240
534 2/8/2002 -0.0925 0.002144974 0.046314 534 2/8/2002 -0.0925 0.008552281
535 2/11/2002 0.0118 0.002485199 0.049852 535 2/11/2002 0.0118 0.000139632
536 2/12/2002 -0.0105 0.002343924 0.048414 536 2/12/2002 -0.0105 0.000110910
537 2/13/2002 -0.1056 0.002212399 0.047036 537 2/13/2002 -0.1056 0.011161828
538 2/14/2002 -0.0399 0.002688146 0.051847 538 2/14/2002 -0.0399 0.001588444
539 2/15/2002 0.0636 0.00260887 0.051077 539 2/15/2002 0.0636 0.004045762
540 2/18/2002 0.0307 0.002668631 0.051659 540 2/18/2002 0.0307 0.000945126
541 2/19/2002 -0.0873 0.002556178 0.050559 541 2/19/2002 -0.0873 0.007624086
542 2/20/2002 0.0312 0.002813384 0.053041 542 2/20/2002 0.0312 0.000973103
543 2/21/2002 -0.0012 0.002690861 0.051874 543 2/21/2002 -0.0012 0.000001391
544 2/22/2002 -0.0210 0.002525667 0.050256 544 2/22/2002 -0.0210 0.000440877
545 2/25/2002 0.0278 0.002397421 0.048963 545 2/25/2002 0.0278 0.000771184
546 2/26/2002 0.0104 0.002297271 0.04793 546 2/26/2002 0.0104 0.000107298
547 2/27/2002 0.0327 0.002169284 0.046576 547 2/27/2002 0.0327 0.001066819
548 2/28/2002 -0.0076 0.002103349 0.045862 548 2/28/2002 -0.0076 0.000057417
549 3/1/2002 -0.0052 0.001988182 0.044589 549 3/1/2002 -0.0052 0.000027085
550 3/4/2002 -0.0075 0.00188059 0.043366 550 3/4/2002 -0.0075 0.000055503
551 3/5/2002 0.0127 0.00178314 0.042227 551 3/5/2002 0.0127 0.000160586
552 3/6/2002 -0.0583 0.00169916 0.041221 552 3/6/2002 -0.0583 0.003396489
553 3/7/2002 0.0091 0.001796638 0.042387 553 3/7/2002 0.0091 0.000081960
554 3/8/2002 -0.0044 0.001707333 0.04132 554 3/8/2002 -0.0044 0.000019285
555 3/11/2002 -0.0624 0.001621788 0.040271 555 3/11/2002 -0.0624 0.003893419
556 3/12/2002 0.0436 0.001752289 0.04186 556 3/12/2002 0.0436 0.001897985
557 3/13/2002 -0.0016 0.001764597 0.042007 557 3/13/2002 -0.0016 0.000002658
558 3/14/2002 -0.0349 0.001673573 0.040909 558 3/14/2002 -0.0349 0.001217307
559 3/15/2002 0.0196 0.001655422 0.040687 559 3/15/2002 0.0196 0.000385423
560 3/18/2002 0.0425 0.001593801 0.039922 560 3/18/2002 0.0425 0.001802710
561 3/19/2002 0.0565 0.001613643 0.04017 561 3/19/2002 0.0565 0.003196534
562 3/20/2002 -0.0094 0.001707164 0.041318 562 3/20/2002 -0.0094 0.000088190
563 3/21/2002 0.0092 0.001625354 0.040316 563 3/21/2002 0.0092 0.000085012
564 3/22/2002 -0.0141 0.001549916 0.039369 564 3/22/2002 -0.0141 0.000198081
565 3/25/2002 0.0231 0.001486619 0.038557 565 3/25/2002 0.0231 0.000531380
566 3/26/2002 0.0321 0.001446384 0.038031 566 3/26/2002 0.0321 0.001028306
567 3/27/2002 0.0426 0.001436202 0.037897 567 3/27/2002 0.0426 0.001819008
568 3/28/2002 0.0159 0.001469532 0.038334 568 3/28/2002 0.0159 0.000253705
569 4/2/2002 0.0174 0.00141567 0.037625 569 4/2/2002 0.0174 0.000302014
570 4/3/2002 0.0661 0.001368725 0.036996 570 4/3/2002 0.0661 0.004375237
571 4/4/2002 0.0358 0.00154549 0.039313 571 4/4/2002 0.0358 0.001280588
572 4/5/2002 0.0087 0.001541002 0.039256 572 4/5/2002 0.0087 0.000076144
573 4/8/2002 0.0461 0.001471834 0.038364 573 4/8/2002 0.0461 0.002129037
574 4/9/2002 0.0461 0.001519055 0.038975 574 4/9/2002 0.0461 0.002127774
575 4/10/2002 0.0461 0.00156243 0.039528 575 4/10/2002 0.0461 0.002126812
576 4/11/2002 0.0517 0.001602284 0.040029 576 4/11/2002 0.0517 0.002668660
577 4/12/2002 0.0275 0.001668209 0.040844 577 4/12/2002 0.0275 0.000754751
578 4/15/2002 0.0452 0.001625509 0.040318 578 4/15/2002 0.0452 0.002042506
579 4/16/2002 0.0349 0.001655763 0.040691 579 4/16/2002 0.0349 0.001216172
580 4/17/2002 0.0640 0.001638976 0.040484 580 4/17/2002 0.0640 0.004092841
581 4/18/2002 -0.0206 0.001778871 0.042177 581 4/18/2002 -0.0206 0.000424103
582 4/19/2002 -0.0487 0.001709463 0.041346 582 4/19/2002 -0.0487 0.002370216
583 4/22/2002 -0.0520 0.001750697 0.041841 583 4/22/2002 -0.0520 0.002707789
584 4/23/2002 0.0103 0.001806862 0.042507 584 4/23/2002 0.0103 0.000107030
585 4/24/2002 -0.0766 0.001718093 0.04145 585 4/24/2002 -0.0766 0.005862801
586 4/25/2002 0.0353 0.001947237 0.044128 586 4/25/2002 0.0353 0.001243662
587 4/26/2002 0.0039 0.001908615 0.043688 587 4/26/2002 0.0039 0.000015002
588 4/29/2002 0.0064 0.001806736 0.042506 588 4/29/2002 0.0064 0.000040672
589 4/30/2002 -0.0513 0.001714394 0.041405 589 4/30/2002 -0.0513 0.002636425
590 5/2/2002 -0.0346 0.001769609 0.042067 590 5/2/2002 -0.0346 0.001196415
591 5/3/2002 0.0264 0.001742647 0.041745 591 5/3/2002 0.0264 0.000696926
592 5/6/2002 -0.1047 0.001690869 0.04112 592 5/6/2002 -0.1047 0.010972477
593 5/7/2002 -0.1052 0.002198113 0.046884 593 5/7/2002 -0.1052 0.011059963
594 5/8/2002 -0.0491 0.002669502 0.051667 594 5/8/2002 -0.0491 0.002408441
595 5/9/2002 0.0680 0.002635998 0.051342 595 5/9/2002 0.0680 0.004620188
596 5/10/2002 0.0062 0.002724608 0.052198 596 5/10/2002 0.0062 0.000038217
597 5/13/2002 -0.0322 0.002558703 0.050584 597 5/13/2002 -0.0322 0.001036019
598 5/14/2002 0.0763 0.002459952 0.049598 598 5/14/2002 0.0763 0.005819955
599 5/15/2002 0.0611 0.002627433 0.051258 599 5/15/2002 0.0611 0.003738377
600 5/16/2002 -0.0217 0.002669111 0.051663 600 5/16/2002 -0.0217 0.000468738
601 5/17/2002 0.0222 0.002530894 0.050308 601 5/17/2002 0.0222 0.000492378
602 5/20/2002 -0.0277 0.002405011 0.049041 602 5/20/2002 -0.0277 0.000767651
603 5/21/2002 -0.0042 0.002304063 0.048001 603 5/21/2002 -0.0042 0.000017322
604 5/22/2002 -0.0225 0.002170674 0.04659 604 5/22/2002 -0.0225 0.000506774
605 5/23/2002 -0.0069 0.002074385 0.045545 605 5/23/2002 -0.0069 0.000047957
606 5/24/2002 -0.0066 0.001961024 0.044283 606 5/24/2002 -0.0066 0.000043132
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609 5/29/2002 0.0674 0.001724691 0.041529 609 5/29/2002 0.0674 0.004543030
610 5/30/2002 -0.0141 0.001882039 0.043382 610 5/30/2002 -0.0141 0.000199281
611 5/31/2002 0.0673 0.001792237 0.042335 611 5/31/2002 0.0673 0.004525254
612 6/3/2002 0.0652 0.001943222 0.044082 612 6/3/2002 0.0652 0.004254687
613 6/4/2002 -0.0031 0.002067517 0.04547 613 6/4/2002 -0.0031 0.000009496
614 6/5/2002 0.0482 0.001952629 0.044189 614 6/5/2002 0.0482 0.002318461
615 6/6/2002 0.0186 0.001971615 0.044403 615 6/6/2002 0.0186 0.000346612
616 6/7/2002 -0.0026 0.001882603 0.043389 616 6/7/2002 -0.0026 0.000006759
617 6/10/2002 -0.0199 0.00178236 0.042218 617 6/10/2002 -0.0199 0.000395165
618 6/11/2002 -0.0367 0.00171111 0.041366 618 6/11/2002 -0.0367 0.001349194
619 6/12/2002 0.0165 0.001697078 0.041196 619 6/12/2002 0.0165 0.000272040
620 6/13/2002 0.0290 0.001626002 0.040324 620 6/13/2002 0.0290 0.000839757
621 6/14/2002 -0.0081 0.001591268 0.039891 621 6/14/2002 -0.0081 0.000065248
622 6/17/2002 -0.0042 0.00151749 0.038955 622 6/17/2002 -0.0042 0.000017698
623 6/18/2002 -0.0130 0.001447047 0.03804 623 6/18/2002 -0.0130 0.000168458
624 6/19/2002 0.0237 0.00139038 0.037288 624 6/19/2002 0.0237 0.000562463
625 6/20/2002 0.0545 0.001359522 0.036872 625 6/20/2002 0.0545 0.002973791
626 6/21/2002 -0.0128 0.001461345 0.038228 626 6/21/2002 -0.0128 0.000163140
627 6/24/2002 -0.0058 0.001403247 0.03746 627 6/24/2002 -0.0058 0.000033086
628 6/25/2002 0.0522 0.001342774 0.036644 628 6/25/2002 0.0522 0.002729816
629 6/26/2002 -0.0317 0.001432762 0.037852 629 6/26/2002 -0.0317 0.001007585
630 6/27/2002 -0.0222 0.001422551 0.037717 630 6/27/2002 -0.0222 0.000494217
631 6/28/2002 0.0115 0.001385434 0.037221 631 6/28/2002 0.0115 0.000132439
632 7/1/2002 -0.0261 0.001331751 0.036493 632 7/1/2002 -0.0261 0.000679821
633 7/2/2002 -0.0723 0.001311922 0.03622 633 7/2/2002 -0.0723 0.005228596
634 7/3/2002 0.0295 0.001539312 0.039234 634 7/3/2002 0.0295 0.000868938
635 7/4/2002 -0.0249 0.00151309 0.038898 635 7/4/2002 -0.0249 0.000619238
636 7/5/2002 -0.0308 0.001475481 0.038412 636 7/5/2002 -0.0308 0.000949249
637 7/8/2002 -0.0082 0.001458702 0.038193 637 7/8/2002 -0.0082 0.000066914
638 7/9/2002 -0.0041 0.001395619 0.037358 638 7/9/2002 -0.0041 0.000017049
639 7/10/2002 -0.0126 0.001334891 0.036536 639 7/10/2002 -0.0126 0.000158545
640 7/11/2002 0.0283 0.001286661 0.03587 640 7/11/2002 0.0283 0.000801531
641 7/12/2002 0.0581 0.001277011 0.035735 641 7/12/2002 0.0581 0.003377465
642 7/15/2002 -0.0158 0.001407233 0.037513 642 7/15/2002 -0.0158 0.000250508
643 7/16/2002 0.0022 0.001358182 0.036854 643 7/16/2002 0.0022 0.000004806
644 7/17/2002 0.0271 0.001299787 0.036053 644 7/17/2002 0.0271 0.000733529
645 7/18/2002 -0.0202 0.001285414 0.035853 645 7/18/2002 -0.0202 0.000409996
646 7/19/2002 0.0007 0.001254721 0.035422 646 7/19/2002 0.0007 0.000000508
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648 7/23/2002 0.0782 0.001202146 0.034672 648 7/23/2002 0.0782 0.006117289
649 7/24/2002 0.0667 0.001486307 0.038553 649 7/24/2002 0.0667 0.004445889
650 7/25/2002 -0.0096 0.001657481 0.040712 650 7/25/2002 -0.0096 0.000093044
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652 7/29/2002 0.0429 0.001577654 0.03972 652 7/29/2002 0.0429 0.001839265
653 7/30/2002 0.0485 0.001600762 0.04001 653 7/30/2002 0.0485 0.002352406
654 7/31/2002 0.0176 0.001649731 0.040617 654 7/31/2002 0.0176 0.000310866
655 8/1/2002 0.0099 0.001584539 0.039806 655 8/1/2002 0.0099 0.000097845
656 8/2/2002 -0.0444 0.00151306 0.038898 656 8/2/2002 -0.0444 0.001967131
657 8/5/2002 -0.0039 0.00154824 0.039348 657 8/5/2002 -0.0039 0.000015312
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659 8/7/2002 -0.0331 0.001582825 0.039785 659 8/7/2002 -0.0331 0.001094725
660 8/8/2002 0.0150 0.001565315 0.039564 660 8/8/2002 0.0150 0.000224512
661 8/9/2002 0.0118 0.001502213 0.038758 661 8/9/2002 0.0118 0.000139082
662 8/12/2002 0.0149 0.001439546 0.037941 662 8/12/2002 0.0149 0.000221689
663 8/13/2002 0.0289 0.001386354 0.037234 663 8/13/2002 0.0289 0.000834270
664 8/14/2002 -0.0247 0.001370496 0.03702 664 8/14/2002 -0.0247 0.000611795
665 8/16/2002 -0.0080 0.001343893 0.036659 665 8/16/2002 -0.0080 0.000064067
666 8/19/2002 0.0029 0.001289842 0.035914 666 8/19/2002 0.0029 0.000008455
667 8/20/2002 0.0037 0.001237111 0.035173 667 8/20/2002 0.0037 0.000013406
668 8/21/2002 0.0157 0.001188866 0.03448 668 8/21/2002 0.0157 0.000247386
669 8/22/2002 0.0854 0.001157115 0.034016 669 8/22/2002 0.0854 0.007300362
670 8/23/2002 0.0348 0.001508766 0.038843 670 8/23/2002 0.0348 0.001213680
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674 8/29/2002 0.0487 0.001784829 0.042247 674 8/29/2002 0.0487 0.002367023
675 8/30/2002 -0.0294 0.001819862 0.04266 675 8/30/2002 -0.0294 0.000862547
676 9/2/2002 0.0070 0.00177085 0.042081 676 9/2/2002 0.0070 0.000049652
677 9/3/2002 0.0693 0.001681864 0.041011 677 9/3/2002 0.0693 0.004807426
678 9/4/2002 0.0241 0.001856915 0.043092 678 9/4/2002 0.0241 0.000580268
679 9/5/2002 -0.0327 0.001789697 0.042305 679 9/5/2002 -0.0327 0.001069180
680 9/6/2002 0.0556 0.001754257 0.041884 680 9/6/2002 0.0556 0.003088039
681 9/9/2002 0.0237 0.00183067 0.042786 681 9/9/2002 0.0237 0.000562457
682 9/10/2002 0.0191 0.001764589 0.042007 682 9/10/2002 0.0191 0.000365577
683 9/11/2002 0.0017 0.001693163 0.041148 683 9/11/2002 0.0017 0.000003055
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685 9/13/2002 -0.0461 0.001568903 0.039609 685 9/13/2002 -0.0461 0.002127973
686 9/16/2002 0.0016 0.001608301 0.040104 686 9/16/2002 0.0016 0.000002714
687 9/17/2002 -0.0197 0.001529784 0.039112 687 9/17/2002 -0.0197 0.000389319
688 9/18/2002 -0.0031 0.001478424 0.03845 688 9/18/2002 -0.0031 0.000009743
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690 9/20/2002 0.0424 0.001361896 0.036904 690 9/20/2002 0.0424 0.001797397
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692 9/24/2002 0.0512 0.001387017 0.037243 692 9/24/2002 0.0512 0.002622916
693 9/25/2002 0.0312 0.001467693 0.03831 693 9/25/2002 0.0312 0.000974721
694 9/26/2002 0.0082 0.001452913 0.038117 694 9/26/2002 0.0082 0.000067991
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698 10/2/2002 0.0073 0.001653547 0.040664 698 10/2/2002 0.0073 0.000053248
699 10/3/2002 0.0066 0.001574139 0.039675 699 10/3/2002 0.0066 0.000044205
700 10/4/2002 -0.0025 0.001500594 0.038738 700 10/4/2002 -0.0025 0.000006408
701 10/7/2002 -0.0323 0.001430893 0.037827 701 10/7/2002 -0.0323 0.001040220
702 10/8/2002 -0.0110 0.001422593 0.037717 702 10/8/2002 -0.0110 0.000121798
703 10/9/2002 -0.0220 0.001365363 0.036951 703 10/9/2002 -0.0220 0.000482704
704 10/10/2002 0.0254 0.0013322 0.036499 704 10/10/2002 0.0254 0.000644148
705 10/11/2002 -0.0502 0.001310408 0.0362 705 10/11/2002 -0.0502 0.002519952
706 10/14/2002 0.0031 0.001391653 0.037305 706 10/14/2002 0.0031 0.000009922
707 10/15/2002 -0.0057 0.001330856 0.036481 707 10/15/2002 -0.0057 0.000032304
708 10/16/2002 -0.0325 0.001276132 0.035723 708 10/16/2002 -0.0325 0.001057173
709 10/17/2002 0.0440 0.001281129 0.035793 709 10/17/2002 0.0440 0.001933765
710 10/18/2002 0.0461 0.001333062 0.036511 710 10/18/2002 0.0461 0.002126535
711 10/21/2002 0.0159 0.00139125 0.037299 711 10/21/2002 0.0159 0.000253697
712 10/22/2002 -0.0408 0.00134365 0.036656 712 10/22/2002 -0.0408 0.001665750
713 10/23/2002 0.0015 0.001376108 0.037096 713 10/23/2002 0.0015 0.000002402
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715 10/25/2002 -0.0726 0.001381568 0.037169 715 10/25/2002 -0.0726 0.005264321
716 10/28/2002 -0.0645 0.001605316 0.040066 716 10/28/2002 -0.0645 0.004159654
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718 10/30/2002 0.0469 0.001666054 0.040817 718 10/30/2002 0.0469 0.002203497
719 10/31/2002 0.0439 0.001701758 0.041252 719 10/31/2002 0.0439 0.001926051
720 11/1/2002 -0.0099 0.001719625 0.041468 720 11/1/2002 -0.0099 0.000098040
721 11/4/2002 -0.0341 0.001637349 0.040464 721 11/4/2002 -0.0341 0.001164415
722 11/5/2002 -0.0362 0.001619239 0.04024 722 11/5/2002 -0.0362 0.001309796
723 11/6/2002 0.0605 0.001610429 0.04013 723 11/6/2002 0.0605 0.003661890
724 11/7/2002 0.0574 0.001729337 0.041585 724 11/7/2002 0.0574 0.003291876
725 11/8/2002 -0.0263 0.001818751 0.042647 725 11/8/2002 -0.0263 0.000691319
726 11/11/2002 0.0117 0.001760582 0.041959 726 11/11/2002 0.0117 0.000135986
727 11/12/2002 -0.0331 0.001677079 0.040952 727 11/12/2002 -0.0331 0.001097827
728 11/13/2002 0.0784 0.001652195 0.040647 728 11/13/2002 0.0784 0.006150802
729 11/14/2002 -0.0470 0.001902163 0.043614 729 11/14/2002 -0.0470 0.002211158
730 11/15/2002 0.0198 0.001919393 0.043811 730 11/15/2002 0.0198 0.000391492
731 11/18/2002 0.0330 0.001836982 0.04286 731 11/18/2002 0.0330 0.001088215
732 11/19/2002 0.0120 0.001798787 0.042412 732 11/19/2002 0.0120 0.000143344
733 11/20/2002 -0.0208 0.001712624 0.041384 733 11/20/2002 -0.0208 0.000433352
734 11/21/2002 -0.0214 0.001649015 0.040608 734 11/21/2002 -0.0214 0.000458065
735 11/22/2002 -0.0204 0.00159183 0.039898 735 11/22/2002 -0.0204 0.000416622
736 11/25/2002 0.0089 0.001536981 0.039204 736 11/25/2002 0.0089 0.000078597
737 11/26/2002 -0.0230 0.001468267 0.038318 737 11/26/2002 -0.0230 0.000530810
738 11/27/2002 0.0519 0.001429469 0.037808 738 11/27/2002 0.0519 0.002695346
739 11/28/2002 0.0258 0.00151066 0.038867 739 11/28/2002 0.0258 0.000665570
740 11/29/2002 -0.0450 0.001475748 0.038415 740 11/29/2002 -0.0450 0.002029096
741 12/2/2002 0.0506 0.00151726 0.038952 741 12/2/2002 0.0506 0.002563223
742 12/3/2002 0.0137 0.001584293 0.039803 742 12/3/2002 0.0137 0.000186977
743 12/4/2002 -0.0344 0.001517646 0.038957 743 12/4/2002 -0.0344 0.001185824
744 12/5/2002 -0.0127 0.001510269 0.038862 744 12/5/2002 -0.0127 0.000161886
745 12/6/2002 0.0249 0.001448189 0.038055 745 12/6/2002 0.0249 0.000621528
746 12/9/2002 0.0371 0.001415897 0.037628 746 12/9/2002 0.0371 0.001376106
747 12/10/2002 0.0070 0.001426935 0.037775 747 12/10/2002 0.0070 0.000049676
748 12/11/2002 0.0962 0.001365462 0.036952 748 12/11/2002 0.0962 0.009246088
749 12/12/2002 0.0119 0.001805514 0.042491 749 12/12/2002 0.0119 0.000142550
750 12/13/2002 0.0958 0.001718771 0.041458 750 12/13/2002 0.0958 0.009186608
751 12/16/2002 0.0157 0.002127346 0.046123 751 12/16/2002 0.0157 0.000245152
752 12/17/2002 -0.0308 0.002020396 0.044949 752 12/17/2002 -0.0308 0.000946479
753 12/18/2002 0.0639 0.001959875 0.04427 753 12/18/2002 0.0639 0.004082357
754 12/19/2002 -0.0717 0.002073532 0.045536 754 12/19/2002 -0.0717 0.005134658
755 12/20/2002 -0.0147 0.002234921 0.047275 755 12/20/2002 -0.0147 0.000215985
756 12/23/2002 -0.0764 0.00211779 0.046019 756 12/23/2002 -0.0764 0.005833417
757 12/27/2002 0.0342 0.002313372 0.048098 757 12/27/2002 0.0342 0.001166391
758 12/30/2002 0.0189 0.002241287 0.047342 758 12/30/2002 0.0189 0.000357336
759 1/2/2003 -0.0896 0.00213128 0.046166 759 1/2/2003 -0.0896 0.008035780
760 1/3/2003 0.0791 0.00244471 0.049444 760 1/3/2003 0.0791 0.006263742
761 1/6/2003 0.0163 0.002637375 0.051355 761 1/6/2003 0.0163 0.000266200
762 1/7/2003 0.0495 0.00249076 0.049908 762 1/7/2003 0.0495 0.002446103
763 1/8/2003 0.0488 0.002473589 0.049735 763 1/8/2003 0.0488 0.002385694
764 1/9/2003 0.0507 0.002454529 0.049543 764 1/9/2003 0.0507 0.002568714
765 1/10/2003 0.0145 0.002446877 0.049466 765 1/10/2003 0.0145 0.000211128
766 1/13/2003 0.0125 0.002312528 0.048089 766 1/13/2003 0.0125 0.000157003
767 1/14/2003 0.0286 0.002186004 0.046755 767 1/14/2003 0.0286 0.000819779
768 1/15/2003 0.0248 0.002105392 0.045885 768 1/15/2003 0.0248 0.000616405
769 1/16/2003 0.0218 0.002020246 0.044947 769 1/16/2003 0.0218 0.000475669
770 1/17/2003 -0.0660 0.001934313 0.043981 770 1/17/2003 -0.0660 0.004358361
771 1/20/2003 -0.0025 0.002064919 0.045441 771 1/20/2003 -0.0025 0.000006117
772 1/21/2003 0.0281 0.001950056 0.044159 772 1/21/2003 0.0281 0.000791295
773 1/22/2003 -0.0324 0.001886781 0.043437 773 1/22/2003 -0.0324 0.001050978
774 1/23/2003 0.0495 0.001842592 0.042925 774 1/23/2003 0.0495 0.002451573
775 1/24/2003 -0.0403 0.001877569 0.043331 775 1/24/2003 -0.0403 0.001627440
776 1/27/2003 -0.0594 0.001865245 0.043188 776 1/27/2003 -0.0594 0.003532197
777 1/28/2003 -0.0376 0.001956764 0.044235 777 1/28/2003 -0.0376 0.001411785
778 1/29/2003 -0.0497 0.00192646 0.043891 778 1/29/2003 -0.0497 0.002472767
779 1/30/2003 -0.0589 0.001955872 0.044225 779 1/30/2003 -0.0589 0.003465854
780 1/31/2003 0.0879 0.002036559 0.045128 780 1/31/2003 0.0879 0.007731089
781 2/3/2003 -0.0176 0.002341113 0.048385 781 2/3/2003 -0.0176 0.000310924
782 2/4/2003 0.0419 0.002220614 0.047123 782 2/4/2003 0.0419 0.001756161
783 2/5/2003 -0.0100 0.002187797 0.046774 783 2/5/2003 -0.0100 0.000100282
784 2/6/2003 0.0295 0.002068189 0.045477 784 2/6/2003 0.0295 0.000871408
785 2/7/2003 -0.0646 0.00199979 0.044719 785 2/7/2003 -0.0646 0.004167680
786 2/10/2003 -0.0135 0.002114861 0.045988 786 2/10/2003 -0.0135 0.000182402
787 2/11/2003 -0.0118 0.002005522 0.044783 787 2/11/2003 -0.0118 0.000140369
788 2/12/2003 -0.0225 0.00190266 0.043619 788 2/12/2003 -0.0225 0.000505998
789 2/13/2003 0.0404 0.001827771 0.042752 789 2/13/2003 0.0404 0.001633664
790 2/14/2003 -0.0136 0.001819767 0.042659 790 2/14/2003 -0.0136 0.000185094
791 2/17/2003 0.0307 0.001734181 0.041644 791 2/17/2003 0.0307 0.000942818
792 2/18/2003 0.0417 0.001696359 0.041187 792 2/18/2003 0.0417 0.001738910
793 2/19/2003 -0.0700 0.001704551 0.041286 793 2/19/2003 -0.0700 0.004895103
794 2/20/2003 0.0024 0.001882523 0.043388 794 2/20/2003 0.0024 0.000005635
795 2/21/2003 -0.0221 0.001782225 0.042216 795 2/21/2003 -0.0221 0.000486930
796 2/24/2003 -0.0079 0.001715941 0.041424 796 2/24/2003 -0.0079 0.000063078
797 2/25/2003 0.0498 0.001632072 0.040399 797 2/25/2003 0.0498 0.002475406
798 2/26/2003 -0.0193 0.001685178 0.041051 798 2/26/2003 -0.0193 0.000373397
799 2/27/2003 -0.0592 0.001620528 0.040256 799 2/27/2003 -0.0592 0.003508475
800 2/28/2003 -0.0290 0.001730343 0.041597 800 2/28/2003 -0.0290 0.000843094
801 3/3/2003 0.0264 0.001687443 0.041078 801 3/3/2003 0.0264 0.000694333
802 3/4/2003 -0.0036 0.001639941 0.040496 802 3/4/2003 -0.0036 0.000012681
803 3/5/2003 -0.0338 0.001559431 0.03949 803 3/5/2003 -0.0338 0.001141507
804 3/6/2003 -0.0267 0.001546318 0.039323 804 3/6/2003 -0.0267 0.000713350
805 3/7/2003 0.0130 0.001511133 0.038873 805 3/7/2003 0.0130 0.000167724
806 3/10/2003 0.0389 0.0014493 0.03807 806 3/10/2003 0.0389 0.001512826
807 3/11/2003 -0.0823 0.001465048 0.038276 807 3/11/2003 -0.0823 0.006773766
808 3/12/2003 0.0126 0.001763628 0.041996 808 3/12/2003 0.0126 0.000157991
809 3/13/2003 0.0146 0.001681069 0.041001 809 3/13/2003 0.0146 0.000213802
810 3/14/2003 0.0233 0.001608129 0.040101 810 3/14/2003 0.0233 0.000544124
811 3/17/2003 0.0883 0.001558861 0.039482 811 3/17/2003 0.0883 0.007789206
812 3/18/2003 -0.0315 0.001904769 0.043644 812 3/18/2003 -0.0315 0.000989328
813 3/19/2003 -0.0059 0.001855811 0.043079 813 3/19/2003 -0.0059 0.000035027
814 3/20/2003 0.0309 0.001759238 0.041943 814 3/20/2003 0.0309 0.000957274
815 3/21/2003 0.0196 0.001720192 0.041475 815 3/21/2003 0.0196 0.000383190
816 3/24/2003 -0.0052 0.001653269 0.04066 816 3/24/2003 -0.0052 0.000026821
817 3/25/2003 0.0404 0.001572456 0.039654 817 3/25/2003 0.0404 0.001634079
818 3/26/2003 0.0073 0.001584899 0.039811 818 3/26/2003 0.0073 0.000053727
819 3/27/2003 -0.0661 0.001511009 0.038872 819 3/27/2003 -0.0661 0.004369885
820 3/28/2003 -0.0588 0.001676102 0.04094 820 3/28/2003 -0.0588 0.003456193
821 3/31/2003 -0.0487 0.001778648 0.042174 821 3/31/2003 -0.0487 0.002368585
822 4/1/2003 -0.0006 0.00181426 0.042594 822 4/1/2003 -0.0006 0.000000343
823 4/2/2003 0.0269 0.001719138 0.041462 823 4/2/2003 0.0269 0.000724680
824 4/3/2003 -0.0388 0.001670739 0.040875 824 4/3/2003 -0.0388 0.001505378
825 4/4/2003 0.0075 0.001668371 0.040846 825 4/4/2003 0.0075 0.000056140
826 4/7/2003 0.0120 0.001587932 0.039849 826 4/7/2003 0.0120 0.000143143
827 4/8/2003 -0.0043 0.001518628 0.03897 827 4/8/2003 -0.0043 0.000018457
828 4/9/2003 -0.0205 0.001448134 0.038054 828 4/9/2003 -0.0205 0.000419887
829 4/10/2003 0.0045 0.001404957 0.037483 829 4/10/2003 0.0045 0.000020481
830 4/11/2003 0.0129 0.001343667 0.036656 830 4/11/2003 0.0129 0.000166522
831 4/14/2003 0.0345 0.001295166 0.035988 831 4/14/2003 0.0345 0.001190303
832 4/15/2003 -0.0218 0.001305829 0.036136 832 4/15/2003 -0.0218 0.000477155
833 4/16/2003 -0.0237 0.001277129 0.035737 833 4/16/2003 -0.0237 0.000562076
834 4/17/2003 0.0212 0.00125531 0.03543 834 4/17/2003 0.0212 0.000450254
835 4/22/2003 -0.0338 0.001229199 0.03506 835 4/22/2003 -0.0338 0.001141261
836 4/23/2003 0.0117 0.001242492 0.035249 836 4/23/2003 0.0117 0.000137606
837 4/24/2003 -0.0614 0.001200523 0.034649 837 4/24/2003 -0.0614 0.003774917
838 4/25/2003 -0.0429 0.001358327 0.036855 838 4/25/2003 -0.0429 0.001840343
839 4/28/2003 0.0178 0.001399039 0.037404 839 4/28/2003 0.0178 0.000315701
840 4/29/2003 -0.0278 0.001354164 0.036799 840 4/29/2003 -0.0278 0.000770575
841 4/30/2003 0.0222 0.001337442 0.036571 841 4/30/2003 0.0222 0.000492661
842 5/2/2003 -0.0102 0.00130705 0.036153 842 5/2/2003 -0.0102 0.000104843
843 5/5/2003 -0.0718 0.001258148 0.03547 843 5/5/2003 -0.0718 0.005161812
844 5/6/2003 -0.0321 0.001486234 0.038552 844 5/6/2003 -0.0321 0.001031972
845 5/7/2003 0.0255 0.001473061 0.03838 845 5/7/2003 0.0255 0.000649912
846 5/8/2003 -0.0332 0.001440312 0.037951 846 5/8/2003 -0.0332 0.001102127
847 5/9/2003 -0.0125 0.001434602 0.037876 847 5/9/2003 -0.0125 0.000156808
848 5/12/2003 -0.0397 0.001378301 0.037125 848 5/12/2003 -0.0397 0.001579682
849 5/13/2003 0.0119 0.00140334 0.037461 849 5/13/2003 0.0119 0.000142667
850 5/14/2003 -0.0315 0.001348777 0.036726 850 5/14/2003 -0.0315 0.000995335
851 5/15/2003 0.0173 0.001344623 0.036669 851 5/15/2003 0.0173 0.000299223
852 5/16/2003 -0.0092 0.001303211 0.0361 852 5/16/2003 -0.0092 0.000084295
853 5/19/2003 0.0181 0.001253506 0.035405 853 5/19/2003 0.0181 0.000327103
854 5/20/2003 -0.0048 0.001220889 0.034941 854 5/20/2003 -0.0048 0.000022882
855 5/21/2003 0.0087 0.001174454 0.03427 855 5/21/2003 0.0087 0.000076516
856 5/22/2003 -0.0287 0.001134629 0.033684 856 5/22/2003 -0.0287 0.000822743
857 5/23/2003 0.0019 0.001138287 0.033739 857 5/23/2003 0.0019 0.000003662
858 5/26/2003 0.0089 0.001097422 0.033127 858 5/26/2003 0.0089 0.000079355
859 5/27/2003 0.0120 0.001063913 0.032618 859 5/27/2003 0.0120 0.000144754
860 5/28/2003 -0.0329 0.001036617 0.032197 860 5/28/2003 -0.0329 0.001082517
861 5/29/2003 0.0367 0.001062143 0.032591 861 5/29/2003 0.0367 0.001345427
862 5/30/2003 0.0031 0.001099825 0.033164 862 5/30/2003 0.0031 0.000009422
863 6/2/2003 -0.0221 0.001062348 0.032594 863 6/2/2003 -0.0221 0.000489939
864 6/3/2003 0.0292 0.001053817 0.032463 864 6/3/2003 0.0292 0.000854603
865 6/4/2003 -0.0101 0.00106566 0.032644 865 6/4/2003 -0.0101 0.000101408
866 6/5/2003 0.0567 0.001035883 0.032185 866 6/5/2003 0.0567 0.003211653
867 6/6/2003 0.0073 0.001176442 0.034299 867 6/6/2003 0.0073 0.000053873
868 6/9/2003 -0.0119 0.001135236 0.033693 868 6/9/2003 -0.0119 0.000140854
869 6/10/2003 0.0181 0.001102023 0.033197 869 6/10/2003 0.0181 0.000326045
870 6/11/2003 0.0202 0.001081467 0.032886 870 6/11/2003 0.0202 0.000409094
871 6/12/2003 0.0257 0.001067041 0.032666 871 6/12/2003 0.0257 0.000659953
872 6/13/2003 0.0268 0.001067315 0.03267 872 6/13/2003 0.0268 0.000717873
873 6/16/2003 -0.0117 0.001070695 0.032721 873 6/16/2003 -0.0117 0.000136545
874 6/17/2003 -0.0439 0.001042413 0.032286 874 6/17/2003 -0.0439 0.001925819
875 6/18/2003 0.0538 0.001113014 0.033362 875 6/18/2003 0.0538 0.002890719
876 6/19/2003 0.0545 0.001230072 0.035072 876 6/19/2003 0.0545 0.002971453
877 6/20/2003 -0.0293 0.001342125 0.036635 877 6/20/2003 -0.0293 0.000859878
878 6/23/2003 0.0146 0.001331188 0.036485 878 6/23/2003 0.0146 0.000212607
879 6/24/2003 -0.0072 0.001286174 0.035863 879 6/24/2003 -0.0072 0.000051572
880 6/25/2003 -0.0081 0.001236065 0.035158 880 6/25/2003 -0.0081 0.000065685
881 6/26/2003 0.0039 0.001190727 0.034507 881 6/26/2003 0.0039 0.000015080
882 6/27/2003 0.0088 0.001146283 0.033857 882 6/27/2003 0.0088 0.000078222
883 6/30/2003 0.0049 0.001108804 0.033299 883 6/30/2003 0.0049 0.000023683
884 7/1/2003 -0.0064 0.001071379 0.032732 884 7/1/2003 -0.0064 0.000040787
885 7/2/2003 -0.0157 0.001037871 0.032216 885 7/2/2003 -0.0157 0.000247468
886 7/3/2003 0.0335 0.001018204 0.031909 886 7/3/2003 0.0335 0.001120702
887 7/4/2003 0.0392 0.001047266 0.032361 887 7/4/2003 0.0392 0.001540421
888 7/7/2003 0.0110 0.001096667 0.033116 888 7/7/2003 0.0110 0.000121113
889 7/8/2003 -0.0306 0.001065474 0.032642 889 7/8/2003 -0.0306 0.000933839
890 7/9/2003 -0.0016 0.001080664 0.032873 890 7/9/2003 -0.0016 0.000002662
891 7/10/2003 -0.0140 0.001044354 0.032316 891 7/10/2003 -0.0140 0.000194916
892 7/11/2003 0.0637 0.001021331 0.031958 892 7/11/2003 0.0637 0.004063156
893 7/14/2003 0.0105 0.001209035 0.034771 893 7/14/2003 0.0105 0.000110469
894 7/15/2003 0.0315 0.001168278 0.03418 894 7/15/2003 0.0315 0.000994052
895 7/16/2003 -0.0210 0.001178494 0.034329 895 7/16/2003 -0.0210 0.000442807
896 7/17/2003 0.0085 0.001158126 0.034031 896 7/17/2003 0.0085 0.000071830
897 7/18/2003 0.0040 0.001119355 0.033457 897 7/18/2003 0.0040 0.000016158
898 7/21/2003 0.0232 0.001080679 0.032874 898 7/21/2003 0.0232 0.000536416
899 7/22/2003 -0.0268 0.001073191 0.03276 899 7/22/2003 -0.0268 0.000717324
900 7/23/2003 -0.0443 0.001076072 0.032804 900 7/23/2003 -0.0443 0.001964386
901 7/24/2003 -0.0057 0.001146063 0.033854 901 7/24/2003 -0.0057 0.000032500
902 7/25/2003 0.0091 0.001106133 0.033259 902 7/25/2003 0.0091 0.000082271
903 7/28/2003 -0.0029 0.001072085 0.032743 903 7/28/2003 -0.0029 0.000008278
904 7/29/2003 -0.0047 0.001036765 0.032199 904 7/29/2003 -0.0047 0.000022376
905 7/30/2003 -0.0501 0.001005032 0.031702 905 7/30/2003 -0.0501 0.002508443
906 7/31/2003 0.0036 0.001110085 0.033318 906 7/31/2003 0.0036 0.000013153
907 8/1/2003 -0.0444 0.001071989 0.032741 907 8/1/2003 -0.0444 0.001973485
908 8/4/2003 0.0733 0.001142798 0.033805 908 8/4/2003 0.0733 0.005374424
909 8/5/2003 0.0195 0.001391593 0.037304 909 8/5/2003 0.0195 0.000379398
910 8/6/2003 -0.0195 0.001350753 0.036753 910 8/6/2003 -0.0195 0.000380069
911 8/7/2003 -0.0097 0.001313217 0.036238 911 8/7/2003 -0.0097 0.000093766
912 8/8/2003 -0.0177 0.001263223 0.035542 912 8/8/2003 -0.0177 0.000315009
913 8/11/2003 -0.0137 0.001229175 0.03506 913 8/11/2003 -0.0137 0.000186846
914 8/12/2003 0.0100 0.001190931 0.03451 914 8/12/2003 0.0100 0.000100634
915 8/13/2003 -0.0376 0.001151091 0.033928 915 8/13/2003 -0.0376 0.001415930
916 8/14/2003 -0.0370 0.001185464 0.034431 916 8/14/2003 -0.0370 0.001367824
917 8/18/2003 0.0528 0.001214489 0.03485 917 8/18/2003 0.0528 0.002786483
918 8/19/2003 0.0887 0.0013178 0.036302 918 8/19/2003 0.0887 0.007865501
919 8/20/2003 -0.0087 0.001687113 0.041074 919 8/20/2003 -0.0087 0.000075497
920 8/21/2003 0.0099 0.001606221 0.040078 920 8/21/2003 0.0099 0.000097831
921 8/22/2003 -0.0001 0.001533006 0.039154 921 8/22/2003 -0.0001 0.000000014
922 8/25/2003 -0.0580 0.001460366 0.038215 922 8/25/2003 -0.0580 0.003361516
923 8/26/2003 0.0218 0.001575059 0.039687 923 8/26/2003 0.0218 0.000475256
924 8/27/2003 0.0534 0.001524718 0.039048 924 8/27/2003 0.0534 0.002854407
925 8/28/2003 -0.0609 0.001606879 0.040086 925 8/28/2003 -0.0609 0.003703019
926 8/29/2003 -0.0665 0.001728291 0.041573 926 8/29/2003 -0.0665 0.004427003
927 9/1/2003 -0.0260 0.001879086 0.043348 927 9/1/2003 -0.0260 0.000675627
928 9/2/2003 -0.0366 0.001815243 0.042606 928 9/2/2003 -0.0366 0.001338662
929 9/3/2003 -0.0481 0.001792311 0.042336 929 9/3/2003 -0.0481 0.002316039
930 9/4/2003 0.0390 0.001823993 0.042708 930 9/4/2003 0.0390 0.001519685
931 9/5/2003 0.0729 0.001810136 0.042546 931 9/5/2003 0.0729 0.005311326
932 9/8/2003 0.0771 0.002002137 0.044745 932 9/8/2003 0.0771 0.005942228
933 9/9/2003 0.0941 0.002212846 0.047041 933 9/9/2003 0.0941 0.008857523
934 9/10/2003 0.0341 0.002564125 0.050637 934 9/10/2003 0.0341 0.001160497
935 9/11/2003 -0.0057 0.002471662 0.049716 935 9/11/2003 -0.0057 0.000032798
936 9/12/2003 0.0290 0.0023257 0.048226 936 9/12/2003 0.0290 0.000841558
937 9/15/2003 -0.0049 0.002235088 0.047277 937 9/15/2003 -0.0049 0.000024181
938 9/16/2003 0.0328 0.002107587 0.045908 938 9/16/2003 0.0328 0.001075375
939 9/17/2003 0.0136 0.00204705 0.045244 939 9/17/2003 0.0136 0.000184156
940 9/18/2003 0.0459 0.00194323 0.044082 940 9/18/2003 0.0459 0.002105983
941 9/19/2003 -0.0058 0.001951495 0.044176 941 9/19/2003 -0.0058 0.000033164
942 9/22/2003 0.0593 0.001847166 0.042979 942 9/22/2003 0.0593 0.003515345
943 9/23/2003 -0.0396 0.001939222 0.044037 943 9/23/2003 -0.0396 0.001568334
944 9/24/2003 0.0309 0.001918774 0.043804 944 9/24/2003 0.0309 0.000952650
945 9/25/2003 -0.0004 0.001866715 0.043205 945 9/25/2003 -0.0004 0.000000149
946 9/26/2003 0.0568 0.001767386 0.04204 946 9/26/2003 0.0568 0.003228442
947 9/29/2003 0.0320 0.001850331 0.043015 947 9/29/2003 0.0320 0.001022604
948 9/30/2003 -0.0258 0.001807525 0.042515 948 9/30/2003 -0.0258 0.000663903
949 10/1/2003 -0.0572 0.001748774 0.041818 949 10/1/2003 -0.0572 0.003272234
950 10/2/2003 -0.0242 0.001835573 0.042844 950 10/2/2003 -0.0242 0.000584061
951 10/3/2003 0.0100 0.001770266 0.042075 951 10/3/2003 0.0100 0.000100949
952 10/6/2003 0.0016 0.001684096 0.041038 952 10/6/2003 0.0016 0.000002549
953 10/7/2003 0.0734 0.001599506 0.039994 953 10/7/2003 0.0734 0.005389955
954 10/8/2003 0.0449 0.001812603 0.042575 954 10/8/2003 0.0449 0.002020404
955 10/9/2003 0.1068 0.001826697 0.04274 955 10/9/2003 0.1068 0.011397386
956 10/10/2003 0.0252 0.00234602 0.048436 956 10/10/2003 0.0252 0.000633587
957 10/13/2003 -0.0999 0.002242552 0.047356 957 10/13/2003 -0.0999 0.009975330
958 10/14/2003 -0.0119 0.002651816 0.051496 958 10/14/2003 -0.0119 0.000140885
959 10/15/2003 0.0445 0.002497278 0.049973 959 10/15/2003 0.0445 0.001980416
960 10/16/2003 -0.0161 0.002454438 0.049542 960 10/16/2003 -0.0161 0.000258175
961 10/17/2003 0.0037 0.002322025 0.048187 961 10/17/2003 0.0037 0.000013630
962 10/20/2003 0.0836 0.002186999 0.046765 962 10/20/2003 0.0836 0.006985201
963 10/21/2003 -0.0154 0.00243924 0.049389 963 10/21/2003 -0.0154 0.000238635
964 10/22/2003 -0.0725 0.002306987 0.048031 964 10/22/2003 -0.0725 0.005261768
965 10/23/2003 -0.0023 0.002456563 0.049564 965 10/23/2003 -0.0023 0.000005496
966 10/24/2003 -0.0122 0.002310335 0.048066 966 10/24/2003 -0.0122 0.000148283
967 10/27/2003 0.0306 0.002183516 0.046728 967 10/27/2003 0.0306 0.000939155
968 10/28/2003 -0.0669 0.002109549 0.04593 968 10/28/2003 -0.0669 0.004471162
969 10/29/2003 -0.0512 0.002232228 0.047246 969 10/29/2003 -0.0512 0.002621024
970 10/30/2003 -0.0686 0.002245185 0.047383 970 10/30/2003 -0.0686 0.004706454
971 10/31/2003 0.0109 0.002369718 0.04868 971 10/31/2003 0.0109 0.000117949
972 11/3/2003 -0.0374 0.00223651 0.047292 972 11/3/2003 -0.0374 0.001395727
973 11/4/2003 0.0224 0.002182959 0.046722 973 11/4/2003 0.0224 0.000503050
974 11/5/2003 -0.0105 0.002085487 0.045667 974 11/5/2003 -0.0105 0.000109401
975 11/6/2003 0.0819 0.001974555 0.044436 975 11/6/2003 0.0819 0.006708919
976 11/7/2003 -0.0828 0.002228873 0.047211 976 11/7/2003 -0.0828 0.006852677
977 11/10/2003 0.0316 0.002470607 0.049705 977 11/10/2003 0.0316 0.001001575
978 11/11/2003 0.0314 0.002377044 0.048755 978 11/11/2003 0.0314 0.000987207
979 11/12/2003 -0.0374 0.002290189 0.047856 979 11/12/2003 -0.0374 0.001398417
980 11/13/2003 -0.0254 0.002232489 0.047249 980 11/13/2003 -0.0254 0.000643965
981 11/14/2003 0.0360 0.002138664 0.046246 981 11/14/2003 0.0360 0.001294664
982 11/17/2003 0.0250 0.002087483 0.045689 982 11/17/2003 0.0250 0.000626301
983 11/18/2003 -0.0311 0.002004304 0.044769 983 11/18/2003 -0.0311 0.000966537
984 11/19/2003 -0.0048 0.001946153 0.044115 984 11/19/2003 -0.0048 0.000023256
985 11/20/2003 0.0719 0.001841716 0.042915 985 11/20/2003 0.0719 0.005167517
986 11/21/2003 0.0159 0.002023425 0.044982 986 11/21/2003 0.0159 0.000252296
987 11/24/2003 0.0234 0.001925175 0.043877 987 11/24/2003 0.0234 0.000547064
988 11/25/2003 0.0570 0.001850703 0.04302 988 11/25/2003 0.0570 0.003251253
989 11/26/2003 0.0680 0.001928214 0.043911 989 11/26/2003 0.0680 0.004619061
990 11/27/2003 0.0648 0.002073386 0.045534 990 11/27/2003 0.0648 0.004195653
991 11/28/2003 -0.0366 0.002184081 0.046734 991 11/28/2003 -0.0366 0.001336842
992 12/1/2003 -0.0432 0.002131544 0.046169 992 12/1/2003 -0.0432 0.001865323
993 12/2/2003 0.0895 0.002111748 0.045954 993 12/2/2003 0.0895 0.008013695
994 12/3/2003 0.0294 0.002425547 0.04925 994 12/3/2003 0.0294 0.000863270
995 12/4/2003 -0.0426 0.00232812 0.048251 995 12/4/2003 -0.0426 0.001813613
996 12/5/2003 -0.0409 0.002289805 0.047852 996 12/5/2003 -0.0409 0.001671855
997 12/8/2003 -0.0381 0.002246901 0.047401 997 12/8/2003 -0.0381 0.001451879
998 12/9/2003 -0.0324 0.002195551 0.046857 998 12/9/2003 -0.0324 0.001050315
999 12/10/2003 -0.0917 0.002126624 0.046115 999 12/10/2003 -0.0917 0.008403528
1000 12/11/2003 -0.0624 0.002460284 0.049601 1000 12/11/2003 -0.0624 0.003889296
1001 12/12/2003 0.0441 0.002523483 0.050234 1001 12/12/2003 0.0441 0.001943717
1002 12/15/2003 -0.0335 0.002476565 0.049765 1002 12/15/2003 -0.0335 0.001125311
1003 12/16/2003 0.0102 0.002389207 0.04888 1003 12/16/2003 0.0102 0.000103692
1004 12/17/2003 -0.0620 0.00225367 0.047473 1004 12/17/2003 -0.0620 0.003846404
1005 12/18/2003 0.0130 0.002331082 0.048281 1005 12/18/2003 0.0130 0.000168551
1006 12/19/2003 0.0358 0.002203697 0.046944 1006 12/19/2003 0.0358 0.001283477
1007 12/22/2003 -0.0030 0.002146709 0.046333 1007 12/22/2003 -0.0030 0.000009258
1008 12/23/2003 -0.0218 0.002025472 0.045005 1008 12/23/2003 -0.0218 0.000474637
1009 12/29/2003 -0.0268 0.001939065 0.044035 1009 12/29/2003 -0.0268 0.000719197
1010 12/30/2003 0.0026 0.001872776 0.043276 1010 12/30/2003 0.0026 0.000006918
1011 1/2/2004 -0.0376 0.001773328 0.042111 1011 1/2/2004 -0.0376 0.001412071
1012 1/5/2004 0.0199 0.001757713 0.041925 1012 1/5/2004 0.0199 0.000394977
1013 1/6/2004 0.0480 0.001688425 0.04109 1013 1/6/2004 0.0480 0.002305180
1014 1/7/2004 -0.0172 0.001727831 0.041567 1014 1/7/2004 -0.0172 0.000295789
1015 1/8/2004 -0.0334 0.001655577 0.040689 1015 1/8/2004 -0.0334 0.001113108
1016 1/9/2004 -0.0337 0.001633239 0.040413 1016 1/9/2004 -0.0337 0.001136970
1017 1/12/2004 -0.0885 0.001613976 0.040174 1017 1/12/2004 -0.0885 0.007838317
1018 1/13/2004 -0.0075 0.001958127 0.044251 1018 1/13/2004 -0.0075 0.000055868
1019 1/14/2004 -0.0706 0.001854494 0.043064 1019 1/14/2004 -0.0706 0.004987231
1020 1/15/2004 0.0150 0.002025445 0.045005 1020 1/15/2004 0.0150 0.000223787
1021 1/16/2004 -0.0767 0.001925494 0.04388 1021 1/16/2004 -0.0767 0.005890435
1022 1/19/2004 0.0424 0.002139538 0.046255 1022 1/19/2004 0.0424 0.001797074
1023 1/20/2004 0.0599 0.002115417 0.045994 1023 1/20/2004 0.0599 0.003591724
1024 1/21/2004 0.0901 0.002190136 0.046799 1024 1/21/2004 0.0901 0.008110159
1025 1/22/2004 -0.0426 0.002502874 0.050029 1025 1/22/2004 -0.0426 0.001816491
1026 1/23/2004 -0.0439 0.002450735 0.049505 1026 1/23/2004 -0.0439 0.001926327
1027 1/26/2004 0.0242 0.002408697 0.049078 1027 1/26/2004 0.0242 0.000587910
1028 1/27/2004 -0.1123 0.002297749 0.047935 1028 1/27/2004 -0.1123 0.012607633
1029 1/28/2004 -0.0125 0.002844741 0.053336 1029 1/28/2004 -0.0125 0.000156682
1030 1/29/2004 -0.0338 0.002675623 0.051726 1030 1/29/2004 -0.0338 0.001139265
1031 1/30/2004 0.0242 0.002573093 0.050726 1031 1/30/2004 0.0242 0.000587425
1032 2/2/2004 0.0504 0.002448967 0.049487 1032 2/2/2004 0.0504 0.002543638
1033 2/3/2004 -0.0347 0.002440406 0.0494 1033 2/3/2004 -0.0347 0.001203100
1034 2/4/2004 -0.0758 0.002360141 0.048581 1034 2/4/2004 -0.0758 0.005746259
1035 2/5/2004 0.0240 0.002531627 0.050315 1035 2/5/2004 0.0240 0.000577783
1036 2/6/2004 -0.0247 0.002410298 0.049095 1036 2/6/2004 -0.0247 0.000607650
1037 2/9/2004 0.1119 0.002300287 0.047961 1037 2/9/2004 0.1119 0.012530746
1038 2/10/2004 0.0253 0.002842924 0.053319 1038 2/10/2004 0.0253 0.000639619
1039 2/11/2004 0.0355 0.00270003 0.051962 1039 2/11/2004 0.0355 0.001256927
1040 2/12/2004 -0.0169 0.002601901 0.051009 1040 2/12/2004 -0.0169 0.000286420
1041 2/13/2004 -0.0302 0.002459216 0.04959 1041 2/13/2004 -0.0302 0.000913098
1042 2/16/2004 0.0439 0.002361786 0.048598 1042 2/16/2004 0.0439 0.001930651
1043 2/17/2004 0.0040 0.002327098 0.04824 1043 2/17/2004 0.0040 0.000015741
1044 2/18/2004 0.0043 0.00219178 0.046816 1044 2/18/2004 0.0043 0.000018091
1045 2/19/2004 0.0618 0.002067415 0.045469 1045 2/19/2004 0.0618 0.003819973
1046 2/20/2004 0.0379 0.0021583 0.046458 1046 2/20/2004 0.0379 0.001438139
1047 2/23/2004 0.0532 0.002113296 0.045971 1047 2/23/2004 0.0532 0.002826672
1048 2/24/2004 -0.0411 0.002146872 0.046334 1048 2/24/2004 -0.0411 0.001690971
1049 2/25/2004 0.0370 0.002116435 0.046005 1049 2/25/2004 0.0370 0.001372003
1050 2/26/2004 0.0011 0.002071208 0.045511 1050 2/26/2004 0.0011 0.000001105
1051 2/27/2004 -0.0283 0.001955571 0.044222 1051 2/27/2004 -0.0283 0.000799183
1052 3/1/2004 -0.0314 0.001892282 0.0435 1052 3/1/2004 -0.0314 0.000983417
1053 3/2/2004 -0.0388 0.001844004 0.042942 1053 3/2/2004 -0.0388 0.001506613
1054 3/3/2004 -0.0086 0.00182784 0.042753 1054 3/3/2004 -0.0086 0.000074384
1055 3/4/2004 -0.0110 0.00173563 0.041661 1055 3/4/2004 -0.0110 0.000121386
1056 3/5/2004 0.0216 0.001653334 0.040661 1056 3/5/2004 0.0216 0.000464450
1057 3/8/2004 -0.0880 0.001596148 0.039952 1057 3/8/2004 -0.0880 0.007741469
1058 3/9/2004 -0.0337 0.001936495 0.044006 1058 3/9/2004 -0.0337 0.001135147
1059 3/10/2004 -0.0256 0.001892874 0.043507 1059 3/10/2004 -0.0256 0.000654939
1060 3/11/2004 0.0615 0.00182681 0.042741 1060 3/11/2004 0.0615 0.003787771
1061 3/12/2004 0.0446 0.001935205 0.043991 1061 3/12/2004 0.0446 0.001986414
1062 3/15/2004 0.0227 0.001937655 0.044019 1062 3/15/2004 0.0227 0.000515883
1063 3/16/2004 0.0621 0.001860501 0.043134 1063 3/16/2004 0.0621 0.003860619
1064 3/17/2004 -0.0024 0.001970134 0.044386 1064 3/17/2004 -0.0024 0.000005926
1065 3/18/2004 0.0193 0.001862843 0.043161 1065 3/18/2004 0.0193 0.000373981
1066 3/19/2004 -0.0062 0.001784011 0.042238 1066 3/19/2004 -0.0062 0.000038359
1067 3/22/2004 -0.0047 0.001693361 0.04115 1067 3/22/2004 -0.0047 0.000022406
1068 3/23/2004 0.0619 0.001609102 0.040114 1068 3/23/2004 0.0619 0.003828395
1069 3/24/2004 -0.0264 0.001737107 0.041679 1069 3/24/2004 -0.0264 0.000695046
1070 3/25/2004 -0.0033 0.001685671 0.041057 1070 3/25/2004 -0.0033 0.000010718
1071 3/26/2004 -0.0135 0.001601396 0.040017 1071 3/26/2004 -0.0135 0.000181386
1072 3/29/2004 0.0381 0.001533079 0.039155 1072 3/29/2004 0.0381 0.001448928
1073 3/30/2004 0.0592 0.001538675 0.039226 1073 3/30/2004 0.0592 0.003507105
1074 3/31/2004 -0.0455 0.001654965 0.040681 1074 3/31/2004 -0.0455 0.002071690
1075 4/1/2004 0.0419 0.001684439 0.041042 1075 4/1/2004 0.0419 0.001758271
1076 4/2/2004 -0.0031 0.00169463 0.041166 1076 4/2/2004 -0.0031 0.000009919
1077 4/5/2004 0.0358 0.001609596 0.04012 1077 4/5/2004 0.0358 0.001285036
1078 4/6/2004 -0.0349 0.00160022 0.040003 1078 4/6/2004 -0.0349 0.001219779
1079 4/7/2004 -0.0326 0.00158807 0.039851 1079 4/7/2004 -0.0326 0.001063889
1080 4/8/2004 -0.0107 0.001568475 0.039604 1080 4/8/2004 -0.0107 0.000114433
1081 4/13/2004 0.0647 0.001499176 0.038719 1081 4/13/2004 0.0647 0.004182722
1082 4/14/2004 0.0196 0.001655109 0.040683 1082 4/14/2004 0.0196 0.000383161
1083 4/15/2004 0.0253 0.001593391 0.039917 1083 4/15/2004 0.0253 0.000641122
1084 4/16/2004 -0.0326 0.00155054 0.039377 1084 4/16/2004 -0.0326 0.001059938
1085 4/19/2004 0.0438 0.001533734 0.039163 1085 4/19/2004 0.0438 0.001915473
1086 4/20/2004 0.0125 0.001564471 0.039553 1086 4/20/2004 0.0125 0.000157277
1087 4/21/2004 0.0220 0.001497806 0.038701 1087 4/21/2004 0.0220 0.000481924
1088 4/22/2004 0.0576 0.001454005 0.038131 1088 4/22/2004 0.0576 0.003323216
1089 4/23/2004 -0.0615 0.001567139 0.039587 1089 4/23/2004 -0.0615 0.003779442
1090 4/26/2004 0.1112 0.001695857 0.041181 1090 4/26/2004 0.1112 0.012369877
1091 4/27/2004 0.0362 0.002278162 0.04773 1091 4/27/2004 0.0362 0.001307158
1092 4/28/2004 -0.0360 0.002216496 0.04708 1092 4/28/2004 -0.0360 0.001293872
1093 4/29/2004 0.0176 0.002159045 0.046466 1093 4/29/2004 0.0176 0.000308180
1094 4/30/2004 -0.0396 0.002052963 0.04531 1094 4/30/2004 -0.0396 0.001568714
1095 5/3/2004 -0.0344 0.002023437 0.044983 1095 5/3/2004 -0.0344 0.001182055
1096 5/4/2004 -0.0469 0.001975393 0.044445 1096 5/4/2004 -0.0469 0.002197445
1097 5/5/2004 -0.0180 0.001986023 0.044565 1097 5/5/2004 -0.0180 0.000322378
1098 5/6/2004 0.0860 0.00189455 0.043526 1098 5/6/2004 0.0860 0.007390822
1099 5/7/2004 0.0051 0.00219209 0.04682 1099 5/7/2004 0.0051 0.000025962
1100 5/10/2004 0.0207 0.002068125 0.045477 1100 5/10/2004 0.0207 0.000427160
1101 5/11/2004 0.0111 0.001975742 0.044449 1101 5/11/2004 0.0111 0.000123930
1102 5/12/2004 -0.0481 0.001874375 0.043294 1102 5/12/2004 -0.0481 0.002317175
1103 5/13/2004 0.0244 0.001899552 0.043584 1103 5/13/2004 0.0244 0.000594950
1104 5/14/2004 -0.0270 0.001829715 0.042775 1104 5/14/2004 -0.0270 0.000728375
1105 5/17/2004 -0.0075 0.00177267 0.042103 1105 5/17/2004 -0.0075 0.000056962
1106 5/18/2004 0.0162 0.001683933 0.041036 1106 5/18/2004 0.0162 0.000263052
1107 5/19/2004 -0.0355 0.001613423 0.040167 1107 5/19/2004 -0.0355 0.001258265
1108 5/20/2004 -0.0035 0.001602295 0.040029 1108 5/20/2004 -0.0035 0.000012580
1109 5/21/2004 0.0481 0.001524791 0.039049 1109 5/21/2004 0.0481 0.002309729
1110 5/24/2004 0.0170 0.001577533 0.039718 1110 5/24/2004 0.0170 0.000289936
1111 5/25/2004 -0.0039 0.001516987 0.038949 1111 5/25/2004 -0.0039 0.000015420
1112 5/26/2004 0.0033 0.001446461 0.038032 1112 5/26/2004 0.0033 0.000011189
1113 5/27/2004 0.0575 0.001381348 0.037166 1113 5/27/2004 0.0575 0.003311977
1114 5/28/2004 0.0284 0.001499687 0.038726 1114 5/28/2004 0.0284 0.000807256
1115 5/31/2004 0.0382 0.001473304 0.038384 1115 5/31/2004 0.0382 0.001455668
1116 6/1/2004 0.0467 0.001484046 0.038523 1116 6/1/2004 0.0467 0.002181541
1117 6/2/2004 0.0223 0.001533125 0.039155 1117 6/2/2004 0.0223 0.000496666
1118 6/3/2004 0.0229 0.001487295 0.038565 1118 6/3/2004 0.0229 0.000525609
1119 6/4/2004 0.0082 0.001446694 0.038035 1119 6/4/2004 0.0082 0.000067253
1120 6/7/2004 0.0188 0.001384591 0.03721 1120 6/7/2004 0.0188 0.000354773
1121 6/8/2004 -0.0212 0.001342981 0.036647 1121 6/8/2004 -0.0212 0.000450440
1122 6/9/2004 0.0233 0.001309866 0.036192 1122 6/9/2004 0.0233 0.000544646
1123 6/10/2004 -0.0800 0.001284488 0.03584 1123 6/10/2004 -0.0800 0.006401760
1124 6/11/2004 0.0142 0.001577424 0.039717 1124 6/11/2004 0.0142 0.000200836
1125 6/14/2004 -0.0586 0.001512075 0.038885 1125 6/14/2004 -0.0586 0.003432847
1126 6/15/2004 0.0132 0.001626483 0.04033 1126 6/15/2004 0.0132 0.000174563
1127 6/16/2004 0.0121 0.001555791 0.039444 1127 6/16/2004 0.0121 0.000145562
1128 6/17/2004 -0.0065 0.001489188 0.03859 1128 6/17/2004 -0.0065 0.000042129
1129 6/18/2004 0.0259 0.001422328 0.037714 1129 6/18/2004 0.0259 0.000669797
1130 6/21/2004 -0.0632 0.00139471 0.037346 1130 6/21/2004 -0.0632 0.003990935
1131 6/22/2004 0.0128 0.001548644 0.039353 1131 6/22/2004 0.0128 0.000162726
1132 6/23/2004 0.0134 0.00148354 0.038517 1132 6/23/2004 0.0134 0.000180468
1133 6/24/2004 -0.0168 0.001424602 0.037744 1133 6/24/2004 -0.0168 0.000283554
1134 6/25/2004 0.0132 0.001375946 0.037094 1134 6/25/2004 0.0132 0.000174762
1135 6/28/2004 -0.0045 0.001325307 0.036405 1135 6/28/2004 -0.0045 0.000020112
1136 6/29/2004 0.0535 0.001270369 0.035642 1136 6/29/2004 0.0535 0.002862442
1137 6/30/2004 -0.0086 0.001373311 0.037058 1137 6/30/2004 -0.0086 0.000074645
1138 7/1/2004 0.0457 0.001317477 0.036297 1138 7/1/2004 0.0457 0.002084259
1139 7/2/2004 0.0010 0.001374629 0.037076 1139 7/2/2004 0.0010 0.000001075
1140 7/5/2004 -0.0136 0.001314717 0.036259 1140 7/5/2004 -0.0136 0.000185865
1141 7/6/2004 0.0353 0.001269576 0.035631 1141 7/6/2004 0.0353 0.001244969
1142 7/7/2004 0.0412 0.001285238 0.03585 1142 7/7/2004 0.0412 0.001700032
1143 7/8/2004 -0.0280 0.001324221 0.03639 1143 7/8/2004 -0.0280 0.000784021
1144 7/9/2004 0.0756 0.00131062 0.036202 1144 7/9/2004 0.0756 0.005714238
1145 7/12/2004 0.0181 0.00156434 0.039552 1145 7/12/2004 0.0181 0.000328968
1146 7/13/2004 0.0212 0.001506957 0.03882 1146 7/13/2004 0.0212 0.000447894
1147 7/14/2004 -0.0455 0.001460586 0.038218 1147 7/14/2004 -0.0455 0.002073754
1148 7/15/2004 -0.0668 0.001505722 0.038804 1148 7/15/2004 -0.0668 0.004456287
1149 7/16/2004 -0.0373 0.001675904 0.040938 1149 7/16/2004 -0.0373 0.001392737
1150 7/19/2004 -0.0361 0.001667039 0.040829 1150 7/19/2004 -0.0361 0.001306413
1151 7/20/2004 -0.0484 0.001654223 0.040672 1151 7/20/2004 -0.0484 0.002344385
1152 7/21/2004 -0.0343 0.001698482 0.041213 1152 7/21/2004 -0.0343 0.001176802
1153 7/22/2004 -0.0044 0.00167615 0.040941 1153 7/22/2004 -0.0044 0.000019645
1154 7/23/2004 -0.0066 0.001593119 0.039914 1154 7/23/2004 -0.0066 0.000043357
1155 7/26/2004 -0.0212 0.001518011 0.038962 1155 7/26/2004 -0.0212 0.000449894
1156 7/27/2004 0.0128 0.001470864 0.038352 1156 7/27/2004 0.0128 0.000164747
1157 7/28/2004 -0.0052 0.001412092 0.037578 1157 7/28/2004 -0.0052 0.000026941
1158 7/29/2004 -0.0342 0.001350579 0.03675 1158 7/29/2004 -0.0342 0.001170067
1159 7/30/2004 -0.0355 0.001355716 0.03682 1159 7/30/2004 -0.0355 0.001260101
1160 8/2/2004 0.0227 0.001365304 0.03695 1160 8/2/2004 0.0227 0.000513144
1161 8/3/2004 -0.0301 0.00133379 0.036521 1161 8/3/2004 -0.0301 0.000907577
1162 8/4/2004 -0.0049 0.001326096 0.036416 1162 8/4/2004 -0.0049 0.000024073
1163 8/5/2004 0.0138 0.001271308 0.035655 1163 8/5/2004 0.0138 0.000189554
1164 8/6/2004 -0.0641 0.001229839 0.035069 1164 8/6/2004 -0.0641 0.004105013
1165 8/9/2004 0.0495 0.001403123 0.037458 1165 8/9/2004 0.0495 0.002453805
1166 8/10/2004 0.0045 0.001473379 0.038385 1166 8/10/2004 0.0045 0.000020353
1167 8/11/2004 -0.0200 0.001406607 0.037505 1167 8/11/2004 -0.0200 0.000401862
1168 8/12/2004 0.0027 0.001365779 0.036956 1168 8/12/2004 0.0027 0.000007142
1169 8/13/2004 0.0005 0.001306903 0.036151 1169 8/13/2004 0.0005 0.000000231
1170 8/16/2004 0.0342 0.001252363 0.035389 1170 8/16/2004 0.0342 0.001166319
1171 8/17/2004 -0.0551 0.001265155 0.035569 1171 8/17/2004 -0.0551 0.003039958
1172 8/18/2004 0.0211 0.0013781 0.037123 1172 8/18/2004 0.0211 0.000444638
1173 8/19/2004 0.0702 0.001341863 0.036631 1173 8/19/2004 0.0702 0.004933923
1174 8/20/2004 0.0438 0.001550946 0.039382 1174 8/20/2004 0.0438 0.001919678
1175 8/23/2004 -0.0423 0.001580533 0.039756 1175 8/23/2004 -0.0423 0.001793498
1176 8/24/2004 -0.0504 0.001600939 0.040012 1176 8/24/2004 -0.0504 0.002537651
1177 8/25/2004 -0.0735 0.001659897 0.040742 1177 8/25/2004 -0.0735 0.005405888
1178 8/26/2004 -0.0351 0.001869023 0.043232 1178 8/26/2004 -0.0351 0.001229154
1179 8/27/2004 -0.0249 0.001835876 0.042847 1179 8/27/2004 -0.0249 0.000618829
1180 8/30/2004 0.0191 0.001772422 0.0421 1180 8/30/2004 0.0191 0.000364000
1181 8/31/2004 -0.0013 0.001700285 0.041235 1181 8/31/2004 -0.0013 0.000001584
1182 9/1/2004 0.0439 0.001614347 0.040179 1182 9/1/2004 0.0439 0.001931048
1183 9/2/2004 -0.0423 0.001639476 0.04049 1183 9/2/2004 -0.0423 0.001791290
1184 9/3/2004 0.0569 0.001655048 0.040682 1184 9/3/2004 0.0569 0.003239584
1185 9/6/2004 -0.0083 0.001747581 0.041804 1185 9/6/2004 -0.0083 0.000069582
1186 9/7/2004 0.0254 0.001661532 0.040762 1186 9/7/2004 0.0254 0.000645082
1187 9/8/2004 0.0203 0.001613444 0.040168 1187 9/8/2004 0.0203 0.000411543
1188 9/9/2004 -0.0390 0.001556592 0.039454 1188 9/9/2004 -0.0390 0.001518336
1189 9/10/2004 -0.0527 0.001564055 0.039548 1189 9/10/2004 -0.0527 0.002781692
1190 9/13/2004 0.0296 0.001639142 0.040486 1190 9/13/2004 0.0296 0.000873487
1191 9/14/2004 0.0397 0.001605179 0.040065 1191 9/14/2004 0.0397 0.001573861
1192 9/15/2004 -0.0135 0.001611753 0.040147 1192 9/15/2004 -0.0135 0.000181238
1193 9/16/2004 -0.0265 0.001542599 0.039276 1193 9/16/2004 -0.0265 0.000699795
1194 9/17/2004 0.0196 0.00150698 0.03882 1194 9/17/2004 0.0196 0.000385630
1195 9/20/2004 0.0300 0.001457246 0.038174 1195 9/20/2004 0.0300 0.000899185
1196 9/21/2004 0.0188 0.001439222 0.037937 1196 9/21/2004 0.0188 0.000352351
1197 9/22/2004 0.0044 0.001393111 0.037324 1197 9/22/2004 0.0044 0.000018944
1198 9/23/2004 0.0568 0.001332686 0.036506 1198 9/23/2004 0.0568 0.003224093
1199 9/24/2004 0.0197 0.001450172 0.038081 1199 9/24/2004 0.0197 0.000387109
1200 9/27/2004 0.0205 0.001405062 0.037484 1200 9/27/2004 0.0205 0.000422264
1201 9/28/2004 -0.0152 0.001365459 0.036952 1201 9/28/2004 -0.0152 0.000232010
1202 9/29/2004 0.0524 0.001318751 0.036315 1202 9/29/2004 0.0524 0.002741405
1203 9/30/2004 -0.0339 0.001411287 0.037567 1203 9/30/2004 -0.0339 0.001152150
1204 10/1/2004 0.0089 0.0014106 0.037558 1204 10/1/2004 0.0089 0.000079695
1205 10/4/2004 -0.0238 0.001352056 0.03677 1205 10/4/2004 -0.0238 0.000564424
1206 10/5/2004 0.0025 0.00132437 0.036392 1206 10/5/2004 0.0025 0.000006473
1207 10/6/2004 0.0786 0.00126877 0.03562 1207 10/6/2004 0.0786 0.006178710
1208 10/7/2004 -0.0472 0.001550919 0.039382 1208 10/7/2004 -0.0472 0.002229219
1209 10/8/2004 -0.0406 0.001597223 0.039965 1209 10/8/2004 -0.0406 0.001652347
1210 10/11/2004 0.0388 0.001608672 0.040108 1210 10/11/2004 0.0388 0.001501615
1211 10/12/2004 0.0136 0.001611065 0.040138 1211 10/12/2004 0.0136 0.000185706
1212 10/13/2004 -0.0556 0.001542208 0.039271 1212 10/13/2004 -0.0556 0.003088602
1213 10/14/2004 -0.0751 0.001635616 0.040443 1213 10/14/2004 -0.0751 0.005640848
1214 10/15/2004 -0.0501 0.001859373 0.04312 1214 10/15/2004 -0.0501 0.002514609
1215 10/18/2004 -0.0708 0.001896412 0.043548 1215 10/18/2004 -0.0708 0.005018147
1216 10/19/2004 0.0486 0.002065679 0.04545 1216 10/19/2004 0.0486 0.002358121
1217 10/20/2004 -0.0073 0.002077763 0.045582 1217 10/20/2004 -0.0073 0.000053878
1218 10/21/2004 -0.0235 0.001964451 0.044322 1218 10/21/2004 -0.0235 0.000551895
1219 10/22/2004 0.0469 0.001887098 0.043441 1219 10/22/2004 0.0469 0.002201624
1220 10/25/2004 0.0005 0.001905017 0.043647 1220 10/25/2004 0.0005 0.000000240
1221 10/26/2004 0.0689 0.001802629 0.042457 1221 10/26/2004 0.0689 0.004748769
1222 10/27/2004 0.0317 0.001964852 0.044327 1222 10/27/2004 0.0317 0.001006358
1223 10/28/2004 -0.0524 0.001912007 0.043727 1223 10/28/2004 -0.0524 0.002748736
1224 10/29/2004 0.0077 0.001957478 0.044243 1224 10/29/2004 0.0077 0.000058788
1225 11/1/2004 -0.0156 0.001854055 0.043059 1225 11/1/2004 -0.0156 0.000242674
1226 11/2/2004 0.0639 0.001768835 0.042058 1226 11/2/2004 0.0639 0.004086700
1227 11/3/2004 -0.0195 0.00189801 0.043566 1227 11/3/2004 -0.0195 0.000379931
1228 11/4/2004 0.0295 0.001816685 0.042623 1228 11/4/2004 0.0295 0.000873193
1229 11/5/2004 -0.0382 0.001768503 0.042054 1229 11/5/2004 -0.0382 0.001456528
1230 11/8/2004 -0.0103 0.001755675 0.041901 1230 11/8/2004 -0.0103 0.000106815
1231 11/9/2004 0.0045 0.001670989 0.040878 1231 11/9/2004 0.0045 0.000020594
1232 11/10/2004 0.0080 0.001588422 0.039855 1232 11/10/2004 0.0080 0.000064618
1233 11/11/2004 0.0921 0.001514838 0.038921 1233 11/11/2004 0.0921 0.008484261
1234 11/12/2004 -0.0508 0.001901801 0.04361 1234 11/12/2004 -0.0508 0.002581638
1235 11/15/2004 0.0774 0.001939065 0.044035 1235 11/15/2004 0.0774 0.005995174
1236 11/16/2004 -0.0047 0.002157679 0.046451 1236 11/16/2004 -0.0047 0.000022114
1237 11/17/2004 -0.0062 0.002036259 0.045125 1237 11/17/2004 -0.0062 0.000038857
1238 11/18/2004 0.0042 0.001925457 0.04388 1238 11/18/2004 0.0042 0.000017718
1239 11/19/2004 0.0359 0.001822377 0.042689 1239 11/19/2004 0.0359 0.001289336
1240 11/22/2004 0.0041 0.001796211 0.042382 1240 11/22/2004 0.0041 0.000016995
1241 11/23/2004 0.0196 0.001703432 0.041273 1241 11/23/2004 0.0196 0.000383320
1242 11/24/2004 0.0139 0.001637857 0.04047 1242 11/24/2004 0.0139 0.000193352
1243 11/25/2004 -0.0106 0.001567269 0.039589 1243 11/25/2004 -0.0106 0.000113081
1244 11/26/2004 -0.0345 0.001497994 0.038704 1244 11/26/2004 -0.0345 0.001191723
1245 11/29/2004 -0.0002 0.001492507 0.038633 1245 11/29/2004 -0.0002 0.000000048
1246 11/30/2004 -0.0523 0.001423109 0.037724 1246 11/30/2004 -0.0523 0.002735416
1247 12/1/2004 0.0302 0.001506973 0.03882 1247 12/1/2004 0.0302 0.000909381
1248 12/2/2004 0.0082 0.001485522 0.038542 1248 12/2/2004 0.0082 0.000066838
1249 12/3/2004 0.0716 0.001420289 0.037687 1249 12/3/2004 0.0716 0.005128068
1250 12/6/2004 -0.0305 0.001633582 0.040418 1250 12/6/2004 -0.0305 0.000928975
1251 12/7/2004 0.0439 0.00160306 0.040038 1251 12/7/2004 0.0439 0.001926546
1252 12/8/2004 -0.0021 0.001628849 0.040359 1252 12/8/2004 -0.0021 0.000004585
1253 12/9/2004 0.0322 0.001548788 0.039355 1253 12/9/2004 0.0322 0.001039655
1254 12/10/2004 -0.0567 0.001531027 0.039128 1254 12/10/2004 -0.0567 0.003215528
1255 12/13/2004 -0.0213 0.001632183 0.0404 1255 12/13/2004 -0.0213 0.000454901
1256 12/14/2004 -0.0274 0.001576173 0.039701 1256 12/14/2004 -0.0274 0.000748470
1257 12/15/2004 -0.0136 0.001540497 0.039249 1257 12/15/2004 -0.0136 0.000185126
1258 12/16/2004 0.0522 0.001477254 0.038435 1258 12/16/2004 0.0522 0.002723274
1259 12/17/2004 0.0871 0.00155613 0.039448 1259 12/17/2004 0.0871 0.007579270
1260 12/20/2004 0.0697 0.00189092 0.043485 1260 12/20/2004 0.0697 0.004860213
1261 12/21/2004 -0.0593 0.002052098 0.0453 1261 12/21/2004 -0.0593 0.003512319
1262 12/22/2004 -0.0522 0.002127596 0.046126 1262 12/22/2004 -0.0522 0.002729145
1263 12/23/2004 0.0404 0.002154762 0.046419 1263 12/23/2004 0.0404 0.001628993
1264 12/27/2004 -0.0350 0.002120346 0.046047 1264 12/27/2004 -0.0350 0.001225751
1265 12/28/2004 -0.0928 0.002066909 0.045463 1265 12/28/2004 -0.0928 0.008606929
1266 12/29/2004 0.0096 0.002416331 0.049156 1266 12/29/2004 0.0096 0.000093026
1267 12/30/2004 0.0898 0.002278048 0.047729 1267 12/30/2004 0.0898 0.008065762
1268 1/3/2005 -0.0111 0.002581355 0.050807 1268 1/3/2005 -0.0111 0.000122421
1269 1/4/2005 0.0882 0.002431457 0.04931 1269 1/4/2005 0.0882 0.007782816
1270 1/5/2005 0.0002 0.002707213 0.052031 1270 1/5/2005 0.0002 0.000000047
1271 1/6/2005 -0.0137 0.002540638 0.050405 1271 1/6/2005 -0.0137 0.000186870
1272 1/7/2005 0.0133 0.002397478 0.048964 1272 1/7/2005 0.0133 0.000176612
1273 1/10/2005 -0.0847 0.002265217 0.047594 1273 1/10/2005 -0.0847 0.007171640
1274 1/11/2005 -0.0297 0.002521268 0.050212 1274 1/11/2005 -0.0297 0.000880466
1275 1/12/2005 0.0255 0.002417112 0.049164 1275 1/12/2005 0.0255 0.000647917
1276 1/13/2005 -0.0951 0.00230873 0.048049 1276 1/13/2005 -0.0951 0.009048044
1277 1/14/2005 -0.0507 0.002662626 0.051601 1277 1/14/2005 -0.0507 0.002574244
1278 1/17/2005 0.0783 0.002638625 0.051368 1278 1/17/2005 0.0783 0.006130795
1279 1/18/2005 -0.0286 0.002808598 0.052996 1279 1/18/2005 -0.0286 0.000817116
Change values in green to different initial values
Be sure to values pass restrictions
s2
s m2 / s
2-LN(s
2)-u
2/s
2
Likelihood 6932.4307 Minimum
0.001634484 w 5.86993E-05 0
0.001583454 0.039793 1.565151 4.882995265 a 0.03667616 0
0.001618718 0.040233 1.520362 4.90575824 b 0.927796065 0
0.001650801 0.04063 2.430316 3.976178297
0.00173745 0.041683 2.064687 4.290649422 g 0.035527776
0.001802266 0.042453 1.780479 4.538231159
0.001848525 0.042994 0.551004 5.742363449 Long run volatility
0.00181111 0.042557 0.6661 5.647715549 s 4.06%
0.001783285 0.042229 2.064521 4.264776519 Annualized σ 64.53%
0.001848253 0.042991 0.01374 6.279775089
0.001774432 0.042124 0.479033 5.855241434 Restrictions
0.001736186 0.041668 0.613457 5.742607235 a + b + g = 1 YES
0.001708589 0.041335 1.795273 4.576814295 a , b ,g ≥ 0 YES
0.001756421 0.04191 0.301323 6.043154467
0.001707711 0.041324 0.030106 6.342495614 For process to be stable
0.001644992 0.040559 0.572667 5.837353114 a + b < 1 YES
0.001619467 0.040243 2.213144 4.212514114
0.001692686 0.041142 0.468778 5.912661281 if not stable, long run
0.001658269 0.040722 1.378193 5.023788075 variance will be negative
0.001681055 0.041001 0.000916 6.387418135
0.001618432 0.04023 2.237976 4.188321725 Pesistance
0.001693115 0.041147 0.002278 6.378906863 a + b 0.964472224
0.001629707 0.04037 0.098466 6.320889127 Defines the speed at which
0.00157662 0.039707 0.123107 6.329364481 the shocks to the variance
0.0015286 0.039097 0.22921 6.254193005 revert to the long run variance
0.001489779 0.038598 0.718263 5.7908644 The lower the persistance the
0.001480156 0.038473 0.167532 6.348076111 faster to revert to mean
0.001441077 0.037962 0.002474 6.539890856
0.001395855 0.037361 0.167302 6.406946186
0.001362333 0.03691 0.427101 6.171455015
0.001344007 0.036661 1.863045 4.749054722 Likelihood
0.001397499 0.037383 0.090133 6.482938656 = Σ(-LN(s2
i) - u2
i/s2
i)0.001359913 0.036877 0.295678 6.304656996
0.001335169 0.03654 3.707251 2.911446497 The GARCH(1,1) can be implemented by
0.001479003 0.038458 4.32346 2.192926945 using Solver routine in excel to search for
0.001665435 0.04081 0.016774 6.380894657 the values of the parameters that maxmize
0.001604908 0.040061 0.004014 6.430674945 the likelihood function. (Sum of Column Q)0.001547963 0.039344 0.752331 5.718483897
0.001537606 0.039212 0.003635 6.473893267
0.001485489 0.038542 0.299692 6.212319273 For EWMA
0.001453258 0.038122 0.357238 6.17670889 Set w = 0, a = 1 - l, b = l
0.001426067 0.037763 0.004653 6.548181788 RiskMetric (l=0.95 monthly) and (l=0.97 daily)0.001382042 0.037176 2.117412 4.46678136
0.00144828 0.038056 0.002079 6.535299232
0.001402518 0.03745 0.119275 6.450210796
Estimated Parameters Constraints on Paramters
Garch(1,1) model
0.001366086 0.036961 3.384997 3.210808925
0.001495746 0.038675 0.437467 6.067662983
0.001470445 0.038346 0.236622 6.285568468
0.001435734 0.037891 0.841599 5.704480141
0.001435084 0.037882 0.276972 6.269559658
0.001404742 0.03748 0.137088 6.430813548
0.001369077 0.037001 1.837517 4.756102237
0.001421189 0.037699 0.064836 6.49142498
0.001380653 0.037157 0.164669 6.420529671
0.001348002 0.036715 0.038531 6.570600666
0.001311275 0.036212 0.042943 6.593811765
0.001277361 0.03574 5.395081 1.267878481
0.001496582 0.038686 0.237944 6.266627353
0.001460283 0.038214 2.527756 4.001369355
0.001548924 0.039356 0.054391 6.415803153
0.001498875 0.038715 0.72464 5.778400585
0.001489185 0.03859 0.006857 6.502669258
0.001440734 0.037957 0.018401 6.524201534
0.001396379 0.037368 0.591396 5.982476973
0.001384542 0.037209 0.162643 6.419742494
0.001351531 0.036763 2.777287 3.829230625
0.001450312 0.038083 0.874826 5.661151108
0.001450826 0.03809 0.011573 6.524049058
0.001405386 0.037488 2.706948 3.860495085
0.001502139 0.038757 4.636844 1.864021688
0.001707834 0.041326 0.721352 5.651177435
0.001688404 0.04109 0.945741 5.438230358
0.001683758 0.041034 0.461505 5.925222444
0.001649383 0.040613 3.251855 3.155498926
0.001785705 0.042258 0.072173 6.255768643
0.001720196 0.041475 0.199611 6.16570566
0.001667284 0.040832 0.12736 6.269199262
0.001613387 0.040167 0.196582 6.232837766
0.001567226 0.039588 0.643211 5.815237086
0.001549737 0.039367 0.001528 6.468141773
0.001496626 0.038686 0.238307 6.266235363
0.001460344 0.038214 0.024099 6.504984487
0.001414891 0.037615 0.055482 6.5052209
0.001374309 0.037072 0.029708 6.560096298
0.001335275 0.036541 0.775317 5.843300353
0.001335532 0.036545 0.001786 6.616639996
0.001297888 0.036026 0.151145 6.495872338
0.00127007 0.035638 0.718505 5.95017847
0.001270534 0.035645 1.645119 5.023199056
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0.001439807 0.037945 0.268862 6.27438485
0.001408744 0.037533 0.299745 6.265311505
0.001381214 0.037165 0.167976 6.416817267
0.001348693 0.036725 2.032638 4.575980852
0.001410556 0.037557 0.816806 5.746965773
0.001409664 0.037545 0.056535 6.507869057
0.001369503 0.037007 0.412138 6.181169545
0.00135002 0.036743 0.004795 6.60284111
0.00131148 0.036214 4.711251 1.925348145
0.001502096 0.038757 1.484072 5.016821449
0.001534098 0.039168 1.077081 5.402731936
0.001542631 0.039276 0.973412 5.500854151
0.00154502 0.039307 0.120196 6.352522356
0.001498973 0.038717 2.060478 4.442496679
0.001562719 0.039531 3.609637 2.851691266
0.001715469 0.041418 1.465844 4.902225198
0.00174253 0.041744 2.879804 3.472612446
0.001859459 0.043121 1.268176 5.01929404
0.001870385 0.043248 0.028806 6.252805581
0.001796011 0.042379 0.30729 6.014897715
0.001745272 0.041776 1.261479 5.089366034
0.001758703 0.041937 0.000136 6.343041986
0.001690426 0.041115 2.809214 3.573560845
0.001801237 0.042441 0.558704 5.760577926
0.001766789 0.042033 1.555781 4.78281068
0.001798732 0.042411 0.032683 6.287989847
0.001729712 0.04159 0.140297 6.219502894
0.00167242 0.040895 2.443585 3.949898518
0.001760248 0.041955 0.21584 6.126460776
0.001705785 0.041301 0.511901 5.861829063
0.001673346 0.040907 0.870429 5.522501425
0.001664643 0.0408 0.064167 6.333977685
0.001607066 0.040088 0.012815 6.420530706
0.001550484 0.039376 0.041676 6.427511928
0.001499602 0.038725 5.657674 0.844880926
0.001761195 0.041967 1.465845 4.875917837
0.001787413 0.042278 3.354106 2.972879856
0.001936934 0.044011 0.011417 6.23523168
0.00185659 0.043088 0.020929 6.26808436
0.001782662 0.042222 0.009939 6.319708662
0.001713296 0.041392 0.752547 5.616789173
0.001695576 0.041177 0.010023 6.369709729
0.001632472 0.040404 0.23481 6.182850445
0.001587359 0.039842 0.121807 6.323876316
0.001538536 0.039224 0.073499 6.403424829
0.001490294 0.038604 0.799656 5.709125289
0.001485096 0.038537 3.25E-05 6.512243085
0.001436568 0.037902 1.904133 4.641365755
0.001491866 0.038625 0.60956 5.898168052
0.001476199 0.038421 0.045277 6.473007563
0.001430762 0.037825 3.58415 2.965397322
0.001574233 0.039677 0.590113 5.863874157
0.001553338 0.039412 1.240262 5.227087146
0.001570538 0.03963 0.002919 6.453417681
0.001516007 0.038936 0.685785 5.805890564
0.001503375 0.038773 2.138873 4.361169881
0.001571458 0.039642 0.289477 6.166274152
0.001533376 0.039158 0.488119 5.992164422
0.00150881 0.038843 0.122696 6.373737257
0.001465357 0.03828 1.858437 4.667219262
0.001518131 0.038963 4.992499 1.497775805
0.001745194 0.041776 2.784912 3.565977284
0.001856138 0.043083 1.892273 4.396984338
0.001909635 0.043699 1.429145 4.831698153
0.001930546 0.043938 0.843799 5.40615326
0.001909597 0.043699 0.64189 5.618973251
0.001875372 0.043306 4.589452 1.689496543
0.002114331 0.045982 0.043998 6.11501889
0.002023779 0.044986 3.985495 2.217293631
0.002232175 0.047246 0.054844 6.049935098
0.002134192 0.046197 3.646726 2.502940587
0.002324238 0.04821 2.03E-05 6.064342533
0.00221512 0.047065 0.084361 6.028087232
0.002120733 0.046051 0.083279 6.072714516
0.002032785 0.045086 3.527988 2.670360668
0.002207737 0.046987 0.398809 5.71697801
0.002139321 0.046253 0.302861 5.844405859
0.002067316 0.045468 4.37671 1.804793887
0.002308595 0.048048 1.115069 4.956046804
0.002295018 0.047906 2.67135 3.405664982
0.002412862 0.049121 0.33865 5.688291635
Change values in green to different initial values Percentiles
s 10% 5% 10%
Maximum 128
1 1277
1 1 0.039793 0.045436 0.046656 0.045436
1 2 0.040233 0.045436 0.046656 0.045436
3 0.04063 0.045436 0.046656 0.045436
4 0.041683 0.045436 0.046656 0.045436
5 0.042453 0.045436 0.046656 0.045436
6 0.042994 0.045436 0.046656 0.045436
7 0.042557 0.045436 0.046656 0.045436
Choose from Drop Menu 8 0.042229 0.045436 0.046656 0.045436
Vary UCL 9 0.042991 0.045436 0.046656 0.045436
10% 10 0.042124 0.045436 0.046656 0.045436
11 0.041668 0.045436 0.046656 0.045436
Total Alerts 128 12 0.041335 0.045436 0.046656 0.045436
Total Obs 1277 13 0.04191 0.045436 0.046656 0.045436
10.023% 14 0.041324 0.045436 0.046656 0.045436
15 0.040559 0.045436 0.046656 0.045436
16 0.040243 0.045436 0.046656 0.045436
17 0.041142 0.045436 0.046656 0.045436
18 0.040722 0.045436 0.046656 0.045436
19 0.041001 0.045436 0.046656 0.045436
20 0.04023 0.045436 0.046656 0.045436
21 0.041147 0.045436 0.046656 0.045436
22 0.04037 0.045436 0.046656 0.045436
23 0.039707 0.045436 0.046656 0.045436
24 0.039097 0.045436 0.046656 0.045436
25 0.038598 0.045436 0.046656 0.045436
26 0.038473 0.045436 0.046656 0.045436
27 0.037962 0.045436 0.046656 0.045436
28 0.037361 0.045436 0.046656 0.045436
29 0.03691 0.045436 0.046656 0.045436
30 0.036661 0.045436 0.046656 0.045436
31 0.037383 0.045436 0.046656 0.045436
32 0.036877 0.045436 0.046656 0.045436
The GARCH(1,1) can be implemented by 33 0.03654 0.045436 0.046656 0.045436
using Solver routine in excel to search for 34 0.038458 0.045436 0.046656 0.045436
the values of the parameters that maxmize 35 0.04081 0.045436 0.046656 0.045436
the likelihood function. (Sum of Column Q) 36 0.040061 0.045436 0.046656 0.045436
37 0.039344 0.045436 0.046656 0.045436
38 0.039212 0.045436 0.046656 0.045436
39 0.038542 0.045436 0.046656 0.045436
40 0.038122 0.045436 0.046656 0.045436
RiskMetric (l=0.95 monthly) and (l=0.97 daily) 41 0.037763 0.045436 0.046656 0.045436
42 0.037176 0.045436 0.046656 0.045436
43 0.038056 0.045436 0.046656 0.045436
44 0.03745 0.045436 0.046656 0.045436
Constraints on Paramters
45 0.036961 0.045436 0.046656 0.045436
46 0.038675 0.045436 0.046656 0.045436
47 0.038346 0.045436 0.046656 0.045436
48 0.037891 0.045436 0.046656 0.045436
49 0.037882 0.045436 0.046656 0.045436
50 0.03748 0.045436 0.046656 0.045436
51 0.037001 0.045436 0.046656 0.045436
52 0.037699 0.045436 0.046656 0.045436
53 0.037157 0.045436 0.046656 0.045436
54 0.036715 0.045436 0.046656 0.045436
55 0.036212 0.045436 0.046656 0.045436
56 0.03574 0.045436 0.046656 0.045436
57 0.038686 0.045436 0.046656 0.045436
58 0.038214 0.045436 0.046656 0.045436
59 0.039356 0.045436 0.046656 0.045436
60 0.038715 0.045436 0.046656 0.045436
61 0.03859 0.045436 0.046656 0.045436
62 0.037957 0.045436 0.046656 0.045436
63 0.037368 0.045436 0.046656 0.045436
64 0.037209 0.045436 0.046656 0.045436
65 0.036763 0.045436 0.046656 0.045436
66 0.038083 0.045436 0.046656 0.045436
67 0.03809 0.045436 0.046656 0.045436
68 0.037488 0.045436 0.046656 0.045436
69 0.038757 0.045436 0.046656 0.045436
70 0.041326 0.045436 0.046656 0.045436
71 0.04109 0.045436 0.046656 0.045436
72 0.041034 0.045436 0.046656 0.045436
73 0.040613 0.045436 0.046656 0.045436
74 0.042258 0.045436 0.046656 0.045436
75 0.041475 0.045436 0.046656 0.045436
76 0.040832 0.045436 0.046656 0.045436
77 0.040167 0.045436 0.046656 0.045436
78 0.039588 0.045436 0.046656 0.045436
79 0.039367 0.045436 0.046656 0.045436
80 0.038686 0.045436 0.046656 0.045436
81 0.038214 0.045436 0.046656 0.045436
82 0.037615 0.045436 0.046656 0.045436
83 0.037072 0.045436 0.046656 0.045436
84 0.036541 0.045436 0.046656 0.045436
85 0.036545 0.045436 0.046656 0.045436
86 0.036026 0.045436 0.046656 0.045436
87 0.035638 0.045436 0.046656 0.045436
88 0.035645 0.045436 0.046656 0.045436
89 0.036251 0.045436 0.046656 0.045436
90 0.035766 0.045436 0.046656 0.045436
91 0.035293 0.045436 0.046656 0.045436
92 0.034907 0.045436 0.046656 0.045436
93 0.036739 0.045436 0.046656 0.045436
94 0.036208 0.045436 0.046656 0.045436
95 0.035831 0.045436 0.046656 0.045436
96 0.036103 0.045436 0.046656 0.045436
97 0.035742 0.045436 0.046656 0.045436
98 0.03543 0.045436 0.046656 0.045436
99 0.035907 0.045436 0.046656 0.045436
100 0.035428 0.045436 0.046656 0.045436
101 0.035011 0.045436 0.046656 0.045436
102 0.034776 0.045436 0.046656 0.045436
103 0.034451 0.045436 0.046656 0.045436
104 0.03419 0.045436 0.046656 0.045436
105 0.037121 0.045436 0.046656 0.045436
106 0.03766 0.045436 0.046656 0.045436
107 0.038301 0.045436 0.046656 0.045436
108 0.043905 0.045436 0.046656 0.045436
109 0.043008 0.045436 0.046656 0.045436
110 0.042323 0.045436 0.046656 0.045436
111 0.045167 0.045436 0.046656 0.045436
112 0.044345 0.045436 0.046656 0.045436
113 0.043651 0.045436 0.046656 0.045436
114 0.042952 0.045436 0.046656 0.045436
115 0.042432 0.045436 0.046656 0.045436
116 0.04159 0.045436 0.046656 0.045436
117 0.041114 0.045436 0.046656 0.045436
118 0.040568 0.045436 0.046656 0.045436
119 0.040151 0.045436 0.046656 0.045436
120 0.039442 0.045436 0.046656 0.045436
121 0.03877 0.045436 0.046656 0.045436
122 0.038916 0.045436 0.046656 0.045436
123 0.038515 0.045436 0.046656 0.045436
124 0.040114 0.045436 0.046656 0.045436
125 0.040898 0.045436 0.046656 0.045436
126 0.041059 0.045436 0.046656 0.045436
127 0.040575 0.045436 0.046656 0.045436
128 0.040007 0.045436 0.046656 0.045436
129 0.039512 0.045436 0.046656 0.045436
130 0.038834 0.045436 0.046656 0.045436
131 0.038188 0.045436 0.046656 0.045436
132 0.038473 0.045436 0.046656 0.045436
133 0.037883 0.045436 0.046656 0.045436
134 0.038569 0.045436 0.046656 0.045436
135 0.038038 0.045436 0.046656 0.045436
136 0.037432 0.045436 0.046656 0.045436
137 0.036883 0.045436 0.046656 0.045436
138 0.042538 0.045436 0.046656 0.045436
139 0.042655 0.045436 0.046656 0.045436
140 0.041885 0.045436 0.046656 0.045436
141 0.04114 0.045436 0.046656 0.045436
142 0.040898 0.045436 0.046656 0.045436
143 0.040539 0.045436 0.046656 0.045436
144 0.040739 0.045436 0.046656 0.045436
145 0.040229 0.045436 0.046656 0.045436
146 0.039521 0.045436 0.046656 0.045436
147 0.039198 0.045436 0.046656 0.045436
148 0.041923 0.045436 0.046656 0.045436
149 0.041142 0.045436 0.046656 0.045436
150 0.041206 0.045436 0.046656 0.045436
151 0.041059 0.045436 0.046656 0.045436
152 0.041112 0.045436 0.046656 0.045436
153 0.0408 0.045436 0.046656 0.045436
154 0.040442 0.045436 0.046656 0.045436
155 0.041937 0.045436 0.046656 0.045436
156 0.041745 0.045436 0.046656 0.045436
157 0.042441 0.045436 0.046656 0.045436
158 0.043272 0.045436 0.046656 0.045436
159 0.043726 0.045436 0.046656 0.045436
160 0.04281 0.045436 0.046656 0.045436
161 0.042888 0.045436 0.046656 0.045436
162 0.042037 0.045436 0.046656 0.045436
163 0.041614 0.045436 0.046656 0.045436
164 0.044073 0.045436 0.046656 0.045436
165 0.04612 0.045436 0.046656 0.045436
166 0.045576 0.045436 0.046656 0.045436
167 0.044586 0.045436 0.046656 0.045436
168 0.045144 0.045436 0.046656 0.045436
169 0.044789 0.045436 0.046656 0.045436
170 0.044187 0.045436 0.046656 0.045436
171 0.043737 0.045436 0.046656 0.045436
172 0.04301 0.045436 0.046656 0.045436
173 0.042306 0.045436 0.046656 0.045436
174 0.042969 0.045436 0.046656 0.045436
175 0.042562 0.045436 0.046656 0.045436
176 0.04214 0.045436 0.046656 0.045436
177 0.041342 0.045436 0.046656 0.045436
178 0.041774 0.045436 0.046656 0.045436
179 0.040971 0.045436 0.046656 0.045436
180 0.041909 0.045436 0.046656 0.045436
181 0.041885 0.045436 0.046656 0.045436
182 0.04173 0.045436 0.046656 0.045436
183 0.041305 0.045436 0.046656 0.045436
184 0.046742 0.045436 0.046656 0.045436
185 0.045705 0.045436 0.046656 0.045436
186 0.044776 0.045436 0.046656 0.045436
187 0.044463 0.045436 0.046656 0.045436
188 0.044083 0.045436 0.046656 0.045436
189 0.045587 0.045436 0.046656 0.045436
190 0.045579 0.045436 0.046656 0.045436
191 0.047484 0.045436 0.046656 0.045436
192 0.048599 0.045436 0.046656 0.045436
193 0.047459 0.045436 0.046656 0.045436
194 0.046683 0.045436 0.046656 0.045436
195 0.047166 0.045436 0.046656 0.045436
196 0.046672 0.045436 0.046656 0.045436
197 0.046478 0.045436 0.046656 0.045436
198 0.046216 0.045436 0.046656 0.045436
199 0.045174 0.045436 0.046656 0.045436
200 0.04419 0.045436 0.046656 0.045436
201 0.044228 0.045436 0.046656 0.045436
202 0.043484 0.045436 0.046656 0.045436
203 0.045425 0.045436 0.046656 0.045436
204 0.044589 0.045436 0.046656 0.045436
205 0.04438 0.045436 0.046656 0.045436
206 0.047159 0.045436 0.046656 0.045436
207 0.046852 0.045436 0.046656 0.045436
208 0.049696 0.045436 0.046656 0.045436
209 0.050376 0.045436 0.046656 0.045436
210 0.049224 0.045436 0.046656 0.045436
211 0.050289 0.045436 0.046656 0.045436
212 0.051487 0.045436 0.046656 0.045436
213 0.050827 0.045436 0.046656 0.045436
214 0.049726 0.045436 0.046656 0.045436
215 0.04878 0.045436 0.046656 0.045436
216 0.047746 0.045436 0.046656 0.045436
217 0.046701 0.045436 0.046656 0.045436
218 0.046412 0.045436 0.046656 0.045436
219 0.047305 0.045436 0.046656 0.045436
220 0.046204 0.045436 0.046656 0.045436
221 0.045317 0.045436 0.046656 0.045436
222 0.044533 0.045436 0.046656 0.045436
223 0.043709 0.045436 0.046656 0.045436
224 0.042802 0.045436 0.046656 0.045436
225 0.042853 0.045436 0.046656 0.045436
226 0.043328 0.045436 0.046656 0.045436
227 0.042491 0.045436 0.046656 0.045436
228 0.042447 0.045436 0.046656 0.045436
229 0.0422 0.045436 0.046656 0.045436
230 0.043091 0.045436 0.046656 0.045436
231 0.043187 0.045436 0.046656 0.045436
232 0.04256 0.045436 0.046656 0.045436
233 0.042159 0.045436 0.046656 0.045436
234 0.041329 0.045436 0.046656 0.045436
235 0.040679 0.045436 0.046656 0.045436
236 0.040956 0.045436 0.046656 0.045436
237 0.041421 0.045436 0.046656 0.045436
238 0.040683 0.045436 0.046656 0.045436
239 0.040192 0.045436 0.046656 0.045436
240 0.041362 0.045436 0.046656 0.045436
241 0.040859 0.045436 0.046656 0.045436
242 0.040131 0.045436 0.046656 0.045436
243 0.039607 0.045436 0.046656 0.045436
244 0.038946 0.045436 0.046656 0.045436
245 0.038312 0.045436 0.046656 0.045436
246 0.038878 0.045436 0.046656 0.045436
247 0.038898 0.045436 0.046656 0.045436
248 0.038269 0.045436 0.046656 0.045436
249 0.037974 0.045436 0.046656 0.045436
250 0.037545 0.045436 0.046656 0.045436
251 0.037891 0.045436 0.046656 0.045436
252 0.037536 0.045436 0.046656 0.045436
253 0.037175 0.045436 0.046656 0.045436
254 0.036786 0.045436 0.046656 0.045436
255 0.036386 0.045436 0.046656 0.045436
256 0.035884 0.045436 0.046656 0.045436
257 0.036061 0.045436 0.046656 0.045436
258 0.036883 0.045436 0.046656 0.045436
259 0.036773 0.045436 0.046656 0.045436
260 0.036808 0.045436 0.046656 0.045436
261 0.036274 0.045436 0.046656 0.045436
262 0.036262 0.045436 0.046656 0.045436
263 0.037544 0.045436 0.046656 0.045436
264 0.037659 0.045436 0.046656 0.045436
265 0.03779 0.045436 0.046656 0.045436
266 0.037592 0.045436 0.046656 0.045436
267 0.037016 0.045436 0.046656 0.045436
268 0.036519 0.045436 0.046656 0.045436
269 0.037143 0.045436 0.046656 0.045436
270 0.036592 0.045436 0.046656 0.045436
271 0.038605 0.045436 0.046656 0.045436
272 0.037984 0.045436 0.046656 0.045436
273 0.037897 0.045436 0.046656 0.045436
274 0.038323 0.045436 0.046656 0.045436
275 0.038095 0.045436 0.046656 0.045436
276 0.038556 0.045436 0.046656 0.045436
277 0.040254 0.045436 0.046656 0.045436
278 0.040662 0.045436 0.046656 0.045436
279 0.04106 0.045436 0.046656 0.045436
280 0.042744 0.045436 0.046656 0.045436
281 0.042151 0.045436 0.046656 0.045436
282 0.041623 0.045436 0.046656 0.045436
283 0.041083 0.045436 0.046656 0.045436
284 0.040388 0.045436 0.046656 0.045436
285 0.040859 0.045436 0.046656 0.045436
286 0.040102 0.045436 0.046656 0.045436
287 0.039385 0.045436 0.046656 0.045436
288 0.038735 0.045436 0.046656 0.045436
289 0.038587 0.045436 0.046656 0.045436
290 0.037978 0.045436 0.046656 0.045436
291 0.037729 0.045436 0.046656 0.045436
292 0.039481 0.045436 0.046656 0.045436
293 0.039257 0.045436 0.046656 0.045436
294 0.040225 0.045436 0.046656 0.045436
295 0.039811 0.045436 0.046656 0.045436
296 0.039425 0.045436 0.046656 0.045436
297 0.03919 0.045436 0.046656 0.045436
298 0.039578 0.045436 0.046656 0.045436
299 0.039355 0.045436 0.046656 0.045436
300 0.039105 0.045436 0.046656 0.045436
301 0.038846 0.045436 0.046656 0.045436
302 0.038196 0.045436 0.046656 0.045436
303 0.038135 0.045436 0.046656 0.045436
304 0.037523 0.045436 0.046656 0.045436
305 0.037473 0.045436 0.046656 0.045436
306 0.037333 0.045436 0.046656 0.045436
307 0.036828 0.045436 0.046656 0.045436
308 0.036293 0.045436 0.046656 0.045436
309 0.036316 0.045436 0.046656 0.045436
310 0.035876 0.045436 0.046656 0.045436
311 0.035416 0.045436 0.046656 0.045436
312 0.037247 0.045436 0.046656 0.045436
313 0.036942 0.045436 0.046656 0.045436
314 0.037497 0.045436 0.046656 0.045436
315 0.036996 0.045436 0.046656 0.045436
316 0.036844 0.045436 0.046656 0.045436
317 0.036963 0.045436 0.046656 0.045436
318 0.038721 0.045436 0.046656 0.045436
319 0.038146 0.045436 0.046656 0.045436
320 0.0384 0.045436 0.046656 0.045436
321 0.03976 0.045436 0.046656 0.045436
322 0.039951 0.045436 0.046656 0.045436
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1154 0.038115 0.045436 0.046656 0.045436
1155 0.037585 0.045436 0.046656 0.045436
1156 0.037018 0.045436 0.046656 0.045436
1157 0.037054 0.045436 0.046656 0.045436
1158 0.037132 0.045436 0.046656 0.045436
1159 0.036834 0.045436 0.046656 0.045436
1160 0.036752 0.045436 0.046656 0.045436
1161 0.036233 0.045436 0.046656 0.045436
1162 0.035828 0.045436 0.046656 0.045436
1163 0.03742 0.045436 0.046656 0.045436
1164 0.03805 0.045436 0.046656 0.045436
1165 0.037453 0.045436 0.046656 0.045436
1166 0.037079 0.045436 0.046656 0.045436
1167 0.036532 0.045436 0.046656 0.045436
1168 0.036013 0.045436 0.046656 0.045436
1169 0.036121 0.045436 0.046656 0.045436
1170 0.037158 0.045436 0.046656 0.045436
1171 0.036825 0.045436 0.046656 0.045436
1172 0.038701 0.045436 0.046656 0.045436
1173 0.038971 0.045436 0.046656 0.045436
1174 0.039161 0.045436 0.046656 0.045436
1175 0.039681 0.045436 0.046656 0.045436
1176 0.041447 0.045436 0.046656 0.045436
1177 0.041202 0.045436 0.046656 0.045436
1178 0.040699 0.045436 0.046656 0.045436
1179 0.040111 0.045436 0.046656 0.045436
1180 0.039389 0.045436 0.046656 0.045436
1181 0.03961 0.045436 0.046656 0.045436
1182 0.03975 0.045436 0.046656 0.045436
1183 0.04054 0.045436 0.046656 0.045436
1184 0.039826 0.045436 0.046656 0.045436
1185 0.03942 0.045436 0.046656 0.045436
1186 0.03893 0.045436 0.046656 0.045436
1187 0.038993 0.045436 0.046656 0.045436
1188 0.039641 0.045436 0.046656 0.045436
1189 0.039354 0.045436 0.046656 0.045436
1190 0.039412 0.045436 0.046656 0.045436
1191 0.038814 0.045436 0.046656 0.045436
1192 0.038498 0.045436 0.046656 0.045436
1193 0.038051 0.045436 0.046656 0.045436
1194 0.037882 0.045436 0.046656 0.045436
1195 0.037457 0.045436 0.046656 0.045436
1196 0.036894 0.045436 0.046656 0.045436
1197 0.037945 0.045436 0.046656 0.045436
1198 0.037533 0.045436 0.046656 0.045436
1199 0.037165 0.045436 0.046656 0.045436
1200 0.036725 0.045436 0.046656 0.045436
1201 0.037557 0.045436 0.046656 0.045436
1202 0.037545 0.045436 0.046656 0.045436
1203 0.037007 0.045436 0.046656 0.045436
1204 0.036743 0.045436 0.046656 0.045436
1205 0.036214 0.045436 0.046656 0.045436
1206 0.038757 0.045436 0.046656 0.045436
1207 0.039168 0.045436 0.046656 0.045436
1208 0.039276 0.045436 0.046656 0.045436
1209 0.039307 0.045436 0.046656 0.045436
1210 0.038717 0.045436 0.046656 0.045436
1211 0.039531 0.045436 0.046656 0.045436
1212 0.041418 0.045436 0.046656 0.045436
1213 0.041744 0.045436 0.046656 0.045436
1214 0.043121 0.045436 0.046656 0.045436
1215 0.043248 0.045436 0.046656 0.045436
1216 0.042379 0.045436 0.046656 0.045436
1217 0.041776 0.045436 0.046656 0.045436
1218 0.041937 0.045436 0.046656 0.045436
1219 0.041115 0.045436 0.046656 0.045436
1220 0.042441 0.045436 0.046656 0.045436
1221 0.042033 0.045436 0.046656 0.045436
1222 0.042411 0.045436 0.046656 0.045436
1223 0.04159 0.045436 0.046656 0.045436
1224 0.040895 0.045436 0.046656 0.045436
1225 0.041955 0.045436 0.046656 0.045436
1226 0.041301 0.045436 0.046656 0.045436
1227 0.040907 0.045436 0.046656 0.045436
1228 0.0408 0.045436 0.046656 0.045436
1229 0.040088 0.045436 0.046656 0.045436
1230 0.039376 0.045436 0.046656 0.045436
1231 0.038725 0.045436 0.046656 0.045436
1232 0.041967 0.045436 0.046656 0.045436
1233 0.042278 0.045436 0.046656 0.045436
1234 0.044011 0.045436 0.046656 0.045436
1235 0.043088 0.045436 0.046656 0.045436
1236 0.042222 0.045436 0.046656 0.045436
1237 0.041392 0.045436 0.046656 0.045436
1238 0.041177 0.045436 0.046656 0.045436
1239 0.040404 0.045436 0.046656 0.045436
1240 0.039842 0.045436 0.046656 0.045436
1241 0.039224 0.045436 0.046656 0.045436
1242 0.038604 0.045436 0.046656 0.045436
1243 0.038537 0.045436 0.046656 0.045436
1244 0.037902 0.045436 0.046656 0.045436
1245 0.038625 0.045436 0.046656 0.045436
1246 0.038421 0.045436 0.046656 0.045436
1247 0.037825 0.045436 0.046656 0.045436
1248 0.039677 0.045436 0.046656 0.045436
1249 0.039412 0.045436 0.046656 0.045436
1250 0.03963 0.045436 0.046656 0.045436
1251 0.038936 0.045436 0.046656 0.045436
1252 0.038773 0.045436 0.046656 0.045436
1253 0.039642 0.045436 0.046656 0.045436
1254 0.039158 0.045436 0.046656 0.045436
1255 0.038843 0.045436 0.046656 0.045436
1256 0.03828 0.045436 0.046656 0.045436
1257 0.038963 0.045436 0.046656 0.045436
1258 0.041776 0.045436 0.046656 0.045436
1259 0.043083 0.045436 0.046656 0.045436
1260 0.043699 0.045436 0.046656 0.045436
1261 0.043938 0.045436 0.046656 0.045436
1262 0.043699 0.045436 0.046656 0.045436
1263 0.043306 0.045436 0.046656 0.045436
1264 0.045982 0.045436 0.046656 0.045436
1265 0.044986 0.045436 0.046656 0.045436
1266 0.047246 0.045436 0.046656 0.045436
1267 0.046197 0.045436 0.046656 0.045436
1268 0.04821 0.045436 0.046656 0.045436
1269 0.047065 0.045436 0.046656 0.045436
1270 0.046051 0.045436 0.046656 0.045436
1271 0.045086 0.045436 0.046656 0.045436
1272 0.046987 0.045436 0.046656 0.045436
1273 0.046253 0.045436 0.046656 0.045436
1274 0.045468 0.045436 0.046656 0.045436
1275 0.048048 0.045436 0.046656 0.045436
1276 0.047906 0.045436 0.046656 0.045436
1277 0.049121 0.045436 0.046656 0.045436
15% 25% 35% 45% For charts
UCL of 0.1
Alerts 128 out of 1277
0.044366 0.042538 0.041325 0.040401 N/A
0.044366 0.042538 0.041325 0.040401 N/A
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0.044366 0.042538 0.041325 0.040401 N/A
0.044366 0.042538 0.041325 0.040401 -0.035048474
0.044366 0.042538 0.041325 0.040401 0.007337363
0.044366 0.042538 0.041325 0.040401 N/A
0.044366 0.042538 0.041325 0.040401 N/A
0.044366 0.042538 0.041325 0.040401 N/A
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0.044366 0.042538 0.041325 0.040401 N/A
0.044366 0.042538 0.041325 0.040401 N/A
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0.044366 0.042538 0.041325 0.040401 N/A
0.044366 0.042538 0.041325 0.040401 N/A
0.044366 0.042538 0.041325 0.040401 N/A
0.044366 0.042538 0.041325 0.040401 N/A
0.044366 0.042538 0.041325 0.040401 N/A
0.044366 0.042538 0.041325 0.040401 N/A
0.044366 0.042538 0.041325 0.040401 N/A
0.044366 0.042538 0.041325 0.040401 0.009256085
0.044366 0.042538 0.041325 0.040401 -0.014856242
0.044366 0.042538 0.041325 0.040401 N/A
0.044366 0.042538 0.041325 0.040401 N/A
0.044366 0.042538 0.041325 0.040401 N/A
0.044366 0.042538 0.041325 0.040401 -0.049711656
0.044366 0.042538 0.041325 0.040401 0.085584735
0.044366 0.042538 0.041325 0.040401 -0.075883704
0.044366 0.042538 0.041325 0.040401 0.007963258
0.044366 0.042538 0.041325 0.040401 0.028994651
0.044366 0.042538 0.041325 0.040401 0.062674025
0.044366 0.042538 0.041325 0.040401 0.038914116
0.044366 0.042538 0.041325 0.040401 0.046842205
0.044366 0.042538 0.041325 0.040401 0.04460605
0.044366 0.042538 0.041325 0.040401 0.00305926
0.044366 0.042538 0.041325 0.040401 N/A
0.044366 0.042538 0.041325 0.040401 N/A
0.044366 0.042538 0.041325 0.040401 N/A
0.044366 0.042538 0.041325 0.040401 N/A
0.044366 0.042538 0.041325 0.040401 N/A
0.044366 0.042538 0.041325 0.040401 N/A
0.044366 0.042538 0.041325 0.040401 N/A
0.044366 0.042538 0.041325 0.040401 -0.044611837
0.044366 0.042538 0.041325 0.040401 0.101039269
0.044366 0.042538 0.041325 0.040401 -0.071523811
0.044366 0.042538 0.041325 0.040401 -0.016367653
0.044366 0.042538 0.041325 0.040401 -0.077829467
0.044366 0.042538 0.041325 0.040401 -0.081877501
0.044366 0.042538 0.041325 0.040401 0.042148723
0.044366 0.042538 0.041325 0.040401 0.021593983
0.044366 0.042538 0.041325 0.040401 -0.026986924
0.044366 0.042538 0.041325 0.040401 -0.019000425
0.044366 0.042538 0.041325 0.040401 0.014023627
0.044366 0.042538 0.041325 0.040401 -0.044266023
0.044366 0.042538 0.041325 0.040401 0.07015328
0.044366 0.042538 0.041325 0.040401 0.000131257
0.044366 0.042538 0.041325 0.040401 -0.019718114
0.044366 0.042538 0.041325 0.040401 N/A
0.044366 0.042538 0.041325 0.040401 N/A
0.044366 0.042538 0.041325 0.040401 N/A
0.044366 0.042538 0.041325 0.040401 N/A
0.044366 0.042538 0.041325 0.040401 N/A
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0.044366 0.042538 0.041325 0.040401 N/A
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Last Opened Opened by
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09_25_2009 08 30 AMfrade_jaime frade_jaime
09_25_2009 11 17 AMfrade_jaime frade_jaime
10_05_2009 10 18 AMfrade_jaime frade_jaime
10_12_2009 07 36 AMfrade_jaime frade_jaime
05_21_2014 07 19 PMuser
09_10_2009 04 48 PMfrade_jaime
09_11_2009 09 48 AMfrade_jaime
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Simulated Volatility and GARCH(1,1) Model of Volatility
Simulated Volatility Modeled Volatilty
0
0.01
0.02
0.03
0.04
0.05
0.06
Jan-0
3
Ma
r-03
Ma
y-0
3
Jul-
03
Sep-0
3
Nov-0
3
Jan-0
4
Ma
r-04
Ma
y-0
4
Jul-
04
Sep-0
4
Nov-0
4
Jan-0
5
Simulated Volatility and GARCH(1,1) Model of Volatility
Modeled Volatility UCL of 0.1
Alerts 128 out of 1277
10.023%
-0.1
-0.05
0
0.05
0.1
0.15
0
0.01
0.02
0.03
0.04
0.05
0.06
Ja
n-0
3
Ma
r-03
Ma
y-0
3
Jul-
03
Sep-0
3
Nov-0
3
Jan-0
4
Ma
r-04
Ma
y-0
4
Jul-
04
Sep-0
4
Nov-0
4
Jan-0
5
Simulated Volatility and GARCH(1,1) Model of Volatility
Modeled Volatility Series2 Series1
Lag, k r k for ut r k for u2
t r k for ut2 / σt
2
0 0.008148819 0.034425112 -0.00453837
1 0.031170922 0.051269288 0.008334018
2 0.052038238 0.044678306 0.008292984
3 0.047429173 0.052627344 0.003812718
4 -0.009705413 0.016309457 -0.025153603
5 -0.027218834 0.061461535 0.017288384
6 -0.019677729 0.033240988 -0.004144581
7 -0.008037512 0.036151294 0.004275389
8 -0.014403499 0.014036762 -0.018067173
9 0.016753176 -0.00634566 -0.031672581
10 -0.005450568 0.032344493 -0.01224129
11 0.025136007 -0.01959698 -0.035735251
12 -0.044669032 0.050748104 0.021586338
13 0.002564906 0.024864377 -0.002226985
14 -0.020087116 0.025504182 0.002204854
15 -0.003476897 0.042647111 0.017289742
16 0.001202974 0.018628781 -0.011071815
17 -0.037895605 0.006274442 -0.011564035
18 -0.040206257 0.019745465 -0.006499505
19 0.024050707 0.058055093 0.034012428
20 -0.019358162 0.003629042 -0.008420927
21 0.026843918 0.008182838 -0.019839571
22 -0.004984763 0.053604957 0.037605079
23 -0.037658147 0.040447883 0.017401755
24 -0.007313736 0.006779182 -0.016787737
25 0.012686678 0.061716674 0.057484657
26 -0.018725504 0.01250204 -0.011086223
27 0.053488282 -0.00183098 -0.016984361
28 0.012797592 0.009313769 -0.016545977
29 0.017706883 -0.01987416 -0.029891838
30 0.015376025 0.020634871 0.002361765
31 -0.018446823 0.021466469 0.014885943
32 -0.053730625 0.055139166 0.057673273
33 0.022531285 0.00630238 -0.001022961
34 -0.020762848 0.014679163 -0.000923858
35 -0.017643597 0.016054329 0.022913382
36 0.025922864 0.013743884 -0.000114139
Autocorrelations
-0.02
0.03
0.08
0.13
0.18
0.23
0 1 2 3
Au
toc
orr
ela
tio
n
-0.05
-0.03
-0.01
0.01
0.03
0.05
0.07
0.09
0.11
Au
toc
orr
ela
tio
n
-0.10
-0.08
-0.06
-0.04
-0.02
0.00
0.02
0.04
0.06
0.08
0.10
0
Sam
ple
Au
toco
rrela
tio
n
2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36
Lag, k
AutoCorrelation: ui2 Ljung-Box Statistic: 52.087
Critical Value: 50.998
Lag, k
AutoCorrelation: ui2/σt
2 Ljung-Box Statistic 22.86
Critical Value: 50.998
10 20 30
Lag, k
AutoCorrelation: ui
Lag, k
36
Box Statistic: 52.087
Box Statistic 22.86
Testing r k for ut Ljung-Box statistic
Lag, k wk ηk wk * η2
k Q = m Σ(wk * η2
k)
Total Data points 0 1.001565 0.034425 0.001187
m 1278 1 1.002349 0.051269 0.002635 Q 52.087
2 1.003135 0.044678 0.002002
Lags 3 1.003922 0.052627 0.00278 Used on Charts
k 36 4 1.00471 0.016309 0.000267 Ljung-Box Statistic: 52.0875 1.005499 0.061462 0.003798 Critical Value: 50.998
Alpha 0.05 6 1.006289 0.033241 0.001112
7 1.007081 0.036151 0.001316
critical statistic 50.998 8 1.007874 0.014037 0.000199
9 1.008668 -0.00635 4.06E-05
10 1.009464 0.032344 0.001056
wk= (m+2)/(m-k) 11 1.01026 -0.0196 0.000388
12 1.011058 0.050748 0.002604
ηk is the autocorrelation for lag k 13 1.011858 0.024864 0.000626 Conclusion
14 1.012658 0.025504 0.000659 Do not reject
If the Ljung-Box statistic is 15 1.01346 0.042647 0.001843
less than the critical value 16 1.014263 0.018629 0.000352
then the autocorrelation 17 1.015067 0.006274 4E-05
has largely been removed 18 1.015873 0.019745 0.000396
19 1.01668 0.058055 0.003427
Null Hypothesis 20 1.017488 0.003629 1.34E-05
Data is random 21 1.018298 0.008183 6.82E-05
22 1.019108 0.053605 0.002928
Alternative Hypothesis 23 1.01992 0.040448 0.001669
Data is not random 24 1.020734 0.006779 4.69E-05
25 1.021548 0.061717 0.003891
26 1.022364 0.012502 0.00016
27 1.023181 -0.00183 3.43E-06
28 1.024 0.009314 8.88E-05
29 1.02482 -0.01987 0.000405
30 1.025641 0.020635 0.000437
31 1.026464 0.021466 0.000473
32 1.027287 0.055139 0.003123
33 1.028112 0.006302 4.08E-05
34 1.028939 0.014679 0.000222
35 1.029767 0.016054 0.000265
36 1.030596 0.013744 0.000195
Parameters
Fromulas
Ljung-Box statistic Testing GARCH(1,1) r k for ut2 / σt
2Ljung-Box statistic
Lag, k wk ηk wk * η2
k Q = m Σ(wk * η2
k)
0 1.001565 -0.00454 2.06E-05
1 1.002349 0.008334 6.96E-05 Q 22.86
2 1.003135 0.008293 6.9E-05
3 1.003922 0.003813 1.46E-05 Used on Charts
Ljung-Box Statistic: 52.087 4 1.00471 -0.02515 0.000636 Ljung-Box Statistic 22.86Critical Value: 50.998 5 1.005499 0.017288 0.000301 Critical Value: 50.998
6 1.006289 -0.00414 1.73E-05
7 1.007081 0.004275 1.84E-05
8 1.007874 -0.01807 0.000329
9 1.008668 -0.03167 0.001012
10 1.009464 -0.01224 0.000151
11 1.01026 -0.03574 0.00129
12 1.011058 0.021586 0.000471
13 1.011858 -0.00223 5.02E-06 Conclusion
Do not reject 14 1.012658 0.002205 4.92E-06 Reject
15 1.01346 0.01729 0.000303
16 1.014263 -0.01107 0.000124
17 1.015067 -0.01156 0.000136
18 1.015873 -0.0065 4.29E-05
19 1.01668 0.034012 0.001176
20 1.017488 -0.00842 7.22E-05
21 1.018298 -0.01984 0.000401
22 1.019108 0.037605 0.001441
23 1.01992 0.017402 0.000309
24 1.020734 -0.01679 0.000288
25 1.021548 0.057485 0.003376
26 1.022364 -0.01109 0.000126
27 1.023181 -0.01698 0.000295
28 1.024 -0.01655 0.00028
29 1.02482 -0.02989 0.000916
30 1.025641 0.002362 5.72E-06
31 1.026464 0.014886 0.000227
32 1.027287 0.057673 0.003417
33 1.028112 -0.00102 1.08E-06
34 1.028939 -0.00092 8.78E-07
35 1.029767 0.022913 0.000541
36 1.030596 -0.00011 1.34E-08
