Aulas 31 a 33 Análise Multivariada [Modo de Compatibilidade] · Eigenvalues of correlation matrix,...
Transcript of Aulas 31 a 33 Análise Multivariada [Modo de Compatibilidade] · Eigenvalues of correlation matrix,...
ANÁLISE MULTIVARIADA
Prof. Dr. Levy Rei de França
Projection of the variables on the factor-plane ( 1 x 2)
Active
CARRAPATOS
COOPÉRIAS
BERNES
-1,0 -0,5 0,0 0,5 1,0
Factor 1 : 84,95%
-1,0
-0,5
0,0
0,5
1,0
Fac
tor
2 : 1
0,98
%
CARRAPATOS
COOPÉRIAS
BERNES
Tree Diagram for 3 VariablesUnweighted pair-group average
Euclidean distances
1,1 1,2 1,3 1,4 1,5 1,6 1,7
Linkage Distance
BERNES
COOPÉRIAS
CARRAPATOS
Tree Diagram for 6 CasesSingle Linkage
Euclidean distances
H 0,875000 ¾ ½ 0,625000 ¼0,4
0,6
0,8
1,0
1,2
1,4
1,6
1,8
2,0
2,2Li
nkag
e D
ista
nce
H 7/8 3/4 1/2 5/8 1/4
Projection of the cases on the factor-plane ( 1 x 2)Cases with sum of cosine square >= 0,00
Active
¼
½
0,625000
¾
0,875000
H
-3,5 -3,0 -2,5 -2,0 -1,5 -1,0 -0,5 0,0 0,5 1,0 1,5 2,0 2,5 3,0
Factor 1: 84,95%
-1,5
-1,0
-0,5
0,0
0,5
1,0
1,5F
acto
r 2:
10,
98%
¼
½
0,625000
¾
0,875000
H
7/8
5/8
ANALISE MULTIVARIADA:
DADOS DE 8 LOTES DA FESURV
DADOS DE 8 LOTES DA FESURV
LOTES CAB ID PM GPD CA MT CO FP
1 84120 43 2582 60,04 1,832 8,13 0,36 3,024
2 81752 42,49 2801 65,92 1,754 7,89 0,36 3,467
3 85536 43,24 2820 65,21 1,769 6,76 0,26 3,437
4 86552 44 2739 62,26 1,861 6,23 0,28 3,137
5 74645 41,5 2651 63,89 1,797 6,06 0,22 3,34
6 86656 42 2559 60,93 1,765 6,53 0,32 3,227
7 83458 40,26 2427 60,28 1,792 8,04 0,62 3,094
8 93000 44 2593 58,93 1,891 8,44 1,15 2,853
Tree Diagram for 8 Cases
Unweighted pair-group averageEuclidean distances
8 4 5 3 2 7 6 11,0
1,5
2,0
2,5
3,0
3,5
4,0
4,5
5,0
5,5
Link
age
Dis
tanc
e
Eigenvalues of correlation matrix, and related statistics (ORIGINALSheet1 in Imported from C:\Meus documentos\LEVY\Zootecnia\AVICULTURA\SITUAÇÃO ATUAL\ANALISE MULTIVARIADA PERDIGÃO.xls)Active variables only
Value numberEigenvalue % Total
varianceCumulativeEigenvalue
Cumulative%
1234567
4,47880755,98508 4,478807 55,98511,94994224,37428 6,428749 80,35940,90125811,26573 7,330007 91,62510,412189 5,15237 7,742197 96,77750,228443 2,85553 7,970639 99,63300,029349 0,36686 7,999988 99,99990,000012 0,00015 8,000000 100,0000
Factor coordinates of the variables, based on correlations (ORIGINALSheet1 in Imported from C:\Meus documentos\LEVY\Zootecnia\AVICULTURA\SITUAÇÃO ATUAL\ANALISE MULTIVARIADA PERDIGÃO.xls)
VariableFactor 1 Factor 2
CAB
ID
PM
GPD
CA
MT
CO
FP
-0,740725 -0,432995-0,282097 -0,9433100,576996 -0,7915480,901322 -0,290933
-0,787562 -0,364035-0,634778 0,155049-0,863961 -0,0119790,967276 -0,068769
Projection of the variables on the factor-plane ( 1 x 2)
Active
CAB
ID
PM
GPD
CA
MT
CO
FP
-1,0 -0,5 0,0 0,5 1,0
Factor 1 : 55,99%
-1,0
-0,5
0,0
0,5
1,0F
acto
r 2
: 24,
37%
Projection of the cases on the factor-plane ( 1 x 2)Cases with sum of cosine square >= 0,00
Active
1
2
34
56
7
8
-6 -5 -4 -3 -2 -1 0 1 2 3 4
Factor 1: 55,99%
-4
-3
-2
-1
0
1
2
3
4F
acto
r 2:
24,
37%
MUITO OBRIGADO
MUITO OBRIGADO