A Mini Bubble in the SP500 ready to Burst?
-
Upload
dean-fantazzini -
Category
Documents
-
view
215 -
download
0
Transcript of A Mini Bubble in the SP500 ready to Burst?
-
8/14/2019 A Mini Bubble in the SP500 ready to Burst?
1/7
A MINI BUBBLE IN THE SP500 READY TO BURST?
Talking with some friends of mine, we discussed the possibility that a possible (mini) bubble
is forming in the Emini-SP500 , starting from the beginning of February 2010.
1050
1070
1090
1110
1130
1150
20100101
20100105
20100106
20100107
20100108
20100111
20100112
20100113
20100114
20100115
20100118
20100119
20100120
20100121
20100122
20100125
20100126
20100127
20100128
20100129
20100201
20100202
20100203
20100204
20100205
20100208
20100209
20100210
20100211
20100212
20100215
20100216
20100217
20100218
20100219
20100222
20100223
20100224
20100225
20100226
20100301
20100302
20100303
20100304
20100305
20100308
20100309
20100310
20100311
20100312
E-mini SP500: 04/01/2010 - 12/03/2010 (daily data)
-
8/14/2019 A Mini Bubble in the SP500 ready to Burst?
2/7
1050
1070
1090
1110
1130
1150
20100205
20100208
20100208
20100209
20100209
20100209
20100210
20100210
20100210
20100211
20100211
20100211
20100212
20100212
20100212
20100213
20100215
20100215
20100216
20100216
20100216
20100217
20100217
20100217
20100218
20100218
20100218
20100219
20100219
20100219
20100222
20100222
20100223
20100223
20100223
20100224
20100224
20100224
20100225
20100225
20100225
20100226
20100226
20100226
20100227
20100301
20100301
20100302
20100302
20100302
20100303
20100303
20100303
20100304
20100304
20100304
20100305
20100305
20100305
20100308
20100308
20100308
20100309
20100309
20100309
20100310
20100310
20100310
20100311
20100311
20100311
20100312
20100312
E-mini SP500: 08/02/2010 - 12/03/2010 (hourly data)
-
8/14/2019 A Mini Bubble in the SP500 ready to Burst?
3/7
Therefore I decided to use the famous Log Periodid Power Law by Johansen, Ledoit andSornette (2000) to model this possible bubble. I choose this model because it is one of the veryfew quantitative models which was able to predict the end (or slow deflation) of financialbubbles with a good degree of success, both ex-ante and ex-post:
where t < tc is any time before the bubble, A > 0 is the value of ln(p(tc)) at the critical time, B tN (where tN is
the last observation in the estimation sample) , B < 0 and 0 < b< 1
-
8/14/2019 A Mini Bubble in the SP500 ready to Burst?
5/7
(The time index ton the vertical axis is converted in units of one year, so that 1 day = 1/365=0.002739 of the year)
10.1
10.12
10.14
10.16
10.18
10.2
10.22
10.24
2010022
5
2010022
6
2010022
6
2010022
6
2010022
6
2010022
6
2010030
1
2010030
1
2010030
1
2010030
1
2010030
2
2010030
2
2010030
2
2010030
2
2010030
2
2010030
3
2010030
3
2010030
3
2010030
3
2010030
3
2010030
4
2010030
4
2010030
4
2010030
4
2010030
4
2010030
5
2010030
5
2010030
5
2010030
5
2010030
5
2010030
8
2010030
8
2010030
8
2010030
8
2010030
9
2010030
9
2010030
9
2010030
9
2010030
9
2010031
0
2010031
0
2010031
0
2010031
0
2010031
0
2010031
1
2010031
1
2010031
1
2010031
1
2010031
1
2010031
2
2010031
2
Recursively Estimated Critical Time tc (hourly data)
Est imated Tc 1st quarti le (10.1741) 3rd quart ile (10.2080) Median (10.1892)
-
8/14/2019 A Mini Bubble in the SP500 ready to Burst?
6/7
800
900
1000
1100
1200
1300
1400
1500
1600
1700
1800
20100
225
20100
226
20100
226
20100
226
20100
226
20100
226
20100
301
20100
301
20100
301
20100
301
20100
302
20100
302
20100
302
20100
302
20100
302
20100
303
20100
303
20100
303
20100
303
20100
303
20100
304
20100
304
20100
304
20100
304
20100
304
20100
305
20100
305
20100
305
20100
305
20100
305
20100
308
20100
308
20100
308
20100
308
20100
309
20100
309
20100
309
20100
309
20100
309
20100
310
20100
310
20100
310
20100
310
20100
310
20100
311
20100
311
20100
311
20100
311
20100
311
20100
312
20100
312
Recursively Estimated exp(A) p(tc) , (hourly data)
exp(A) 1st quartile (1127) 3rd quartile (1198) Median (1145)
-
8/14/2019 A Mini Bubble in the SP500 ready to Burst?
7/7
Summarizing: considering the 1st quartile / 3rd quartile, the estimated critical time tcranges (approximately) from March the 5th 2010, till March the 17th 2010, with amedian close to March the 11th 2010, (while the mean is close to March the 13th
2010).
As for the estimated value of the price at the critical time, that is p(tc) which isapproximately equal to exp(A), it ranges between 1127 and 1198, with a median of1145.
While many analysts highlighted that the equity markets are strongly overvalued, it israther dubious whether the Fed and the American Administration wouldappreciate a renewed market downturn (particularly before the mid-termelections).
Nevertheless, it is also true that the US (and all the rest of the planet) has to placeand roll over trillions of public debt in the next months, so a (maybe limited)market downturn could be beneficial in this regard.
Well, time will tell whether this approach was a good one in this occasion, or not. Asfor my myself I did it for curiosity and for fun, too.
DISCLAIMER: The content of this presentation is provided as general information only and should not be taken as investment advice. All content shall not be construed as a recommendation to buy or sell
any security or financial instrument, or to participate in any particular trading or investment strategy. The ideas expressed in this presentation are solely the opinions of the author and do not necessarily
represent the opinions of sponsors or firms or public/private institutions affiliated with the author. Any action that you take as a result of information, or analysis, contained in this presentation is
ultimately your responsibility.