|
EXERCÍCIO 17 – ANÁLISES FACTORIAL E EM COMPONENTES
PRINCIPAIS |
|||
|
OUTPUT 35 |
|
|
|
Análise em Componentes
Principais e Análise Multivariada da Variância Tendo como VDs as Pontuações
Factoriais |
|
|
|
Comandos |
GET |
FILE='C:\Documents and Settings\user\Desktop\E16_DATA.sav'. |
FACTOR |
/VARIABLES v1 v2 v3 v4 v5 v6 v7 v8 v9 v10 v11 v12 v13 v14 v15 v16 v17 v18 |
v19 v20 v21 v22 v23 /MISSING LISTWISE /ANALYSIS v1 v2 v3 v4 v5 v6 v7 v8 v9 |
v10 v11 v12 v13 v14 v15 v16 v17 v18 v19 v20 v21 v22 v23 |
/PRINT INITIAL DET KMO EXTRACTION |
/FORMAT SORT |
/PLOT EIGEN |
/CRITERIA FACTORS(23) ITERATE(25) |
/EXTRACTION PC |
/ROTATION NOROTATE |
/METHOD=CORRELATION. |
|
|
Output [35A] |
Factor Analysis
|
Correlation Matrix(a) |
|
a Determinant = 2,150E-03 |
|
KMO and |
||
|
Kaiser-Meyer-Olkin
Measure of Sampling Adequacy. |
,7390 |
|
|
|
Approx. Chi-Square |
998,1147 |
|
df |
253,0000 |
|
|
Sig. |
,0000 |
|
|
Communalities |
||
|
|
Initial |
Extraction |
|
V1 |
1,0000 |
1,0000 |
|
V2 |
1,0000 |
1,0000 |
|
V3 |
1,0000 |
1,0000 |
|
V4 |
1,0000 |
1,0000 |
|
V5 |
1,0000 |
1,0000 |
|
V6 |
1,0000 |
1,0000 |
|
V7 |
1,0000 |
1,0000 |
|
V8 |
1,0000 |
1,0000 |
|
V9 |
1,0000 |
1,0000 |
|
V10 |
1,0000 |
1,0000 |
|
V11 |
1,0000 |
1,0000 |
|
V12 |
1,0000 |
1,0000 |
|
V13 |
1,0000 |
1,0000 |
|
V14 |
1,0000 |
1,0000 |
|
V15 |
1,0000 |
1,0000 |
|
V16 |
1,0000 |
1,0000 |
|
V17 |
1,0000 |
1,0000 |
|
V18 |
1,0000 |
1,0000 |
|
V19 |
1,0000 |
1,0000 |
|
V20 |
1,0000 |
1,0000 |
|
V21 |
1,0000 |
1,0000 |
|
V22 |
1,0000 |
1,0000 |
|
V23 |
1,0000 |
1,0000 |
|
Extraction Method: Principal Component
Analysis. |
||
|
Total Variance Explained |
||||||
|
|
Initial Eigenvalues |
Extraction Sums of Squared Loadings |
||||
|
Component |
Total |
% of Variance |
Cumulative % |
Total |
% of Variance |
Cumulative % |
|
1 |
4,3212 |
18,7879 |
18,7879 |
4,3212 |
18,7879 |
18,7879 |
|
2 |
2,8321 |
12,3134 |
31,1013 |
2,8321 |
12,3134 |
31,1013 |
|
3 |
1,7184 |
7,4712 |
38,5725 |
1,7184 |
7,4712 |
38,5725 |
|
4 |
1,4239 |
6,1910 |
44,7635 |
1,4239 |
6,1910 |
44,7635 |
|
5 |
1,3179 |
5,7298 |
50,4933 |
1,3179 |
5,7298 |
50,4933 |
|
6 |
1,2006 |
5,2201 |
55,7134 |
1,2006 |
5,2201 |
55,7134 |
|
7 |
1,0755 |
4,6762 |
60,3896 |
1,0755 |
4,6762 |
60,3896 |
|
8 |
,9138 |
3,9732 |
64,3628 |
,9138 |
3,9732 |
64,3628 |
|
9 |
,8561 |
3,7221 |
68,0849 |
,8561 |
3,7221 |
68,0849 |
|
10 |
,8468 |
3,6816 |
71,7665 |
,8468 |
3,6816 |
71,7665 |
|
11 |
,7739 |
3,3648 |
75,1313 |
,7739 |
3,3648 |
75,1313 |
|
12 |
,6785 |
2,9501 |
78,0814 |
,6785 |
2,9501 |
78,0814 |
|
13 |
,6503 |
2,8273 |
80,9088 |
,6503 |
2,8273 |
80,9088 |
|
14 |
,6013 |
2,6141 |
83,5229 |
,6013 |
2,6141 |
83,5229 |
|
15 |
,5886 |
2,5591 |
86,0820 |
,5886 |
2,5591 |
86,0820 |
|
16 |
,5396 |
2,3459 |
88,4278 |
,5396 |
2,3459 |
88,4278 |
|
17 |
,4981 |
2,1657 |
90,5935 |
,4981 |
2,1657 |
90,5935 |
|
18 |
,4823 |
2,0969 |
92,6905 |
,4823 |
2,0969 |
92,6905 |
|
19 |
,4173 |
1,8143 |
94,5048 |
,4173 |
1,8143 |
94,5048 |
|
20 |
,3618 |
1,5729 |
96,0777 |
,3618 |
1,5729 |
96,0777 |
|
21 |
,3341 |
1,4526 |
97,5304 |
,3341 |
1,4526 |
97,5304 |
|
22 |
,2905 |
1,2632 |
98,7935 |
,2905 |
1,2632 |
98,7935 |
|
23 |
,2775 |
1,2065 |
100,0000 |
,2775 |
1,2065 |
100,0000 |
|
Extraction Method: Principal Component
Analysis. |
||||||
[...]
|
Comandos |
GET |
FILE='C:\Documents and Settings\user\Desktop\E16_DATA.sav'. |
FACTOR |
/VARIABLES v1 v2 v3 v4 v5 v6 v7 v8 v9 v10 v11 v12 v13 v14 v15 v16 v17 v18 |
v19 v20 v21 v22 v23 /MISSING LISTWISE /ANALYSIS v1 v2 v3 v4 v5 v6 v7 v8 v9 |
v10 v11 v12 v13 v14 v15 v16 v17 v18 v19 v20 v21 v22 v23 |
/PRINT INITIAL EXTRACTION ROTATION FSCORE |
/FORMAT SORT |
/CRITERIA FACTORS(3) ITERATE(25) |
/EXTRACTION PC |
/CRITERIA ITERATE(25) |
/ROTATION VARIMAX |
/SAVE REG(ALL) |
/METHOD=CORRELATION. |
|
|
Output [35B] |
Factor Analysis
|
Communalities |
||
|
|
Initial |
Extraction |
|
V1 |
1,0000 |
,4151 |
|
V2 |
1,0000 |
,2447 |
|
V3 |
1,0000 |
,0857 |
|
V4 |
1,0000 |
,5008 |
|
V5 |
1,0000 |
,5519 |
|
V6 |
1,0000 |
,5394 |
|
V7 |
1,0000 |
,1737 |
|
V8 |
1,0000 |
,3873 |
|
V9 |
1,0000 |
,3849 |
|
V10 |
1,0000 |
,5944 |
|
V11 |
1,0000 |
,4137 |
|
V12 |
1,0000 |
,4876 |
|
V13 |
1,0000 |
,1719 |
|
V14 |
1,0000 |
,3906 |
|
V15 |
1,0000 |
,4564 |
|
V16 |
1,0000 |
,4170 |
|
V17 |
1,0000 |
,4502 |
|
V18 |
1,0000 |
,1533 |
|
V19 |
1,0000 |
,4619 |
|
V20 |
1,0000 |
,2753 |
|
V21 |
1,0000 |
,3754 |
|
V22 |
1,0000 |
,3553 |
|
V23 |
1,0000 |
,5850 |
|
Extraction Method: Principal Component
Analysis. |
||
|
Total Variance Explained |
|||||||||
|
|
Initial Eigenvalues |
Extraction Sums of Squared Loadings |
Rotation Sums of Squared Loadings |
||||||
|
Component |
Total |
% of Variance |
Cumulative % |
Total |
% of Variance |
Cumulative % |
Total |
% of Variance |
Cumulative % |
|
1 |
4,3212 |
18,7879 |
18,7879 |
4,3212 |
18,7879 |
18,7879 |
3,3466 |
14,5505 |
14,5505 |
|
2 |
2,8321 |
12,3134 |
31,1013 |
2,8321 |
12,3134 |
31,1013 |
3,0058 |
13,0685 |
27,6190 |
|
3 |
1,7184 |
7,4712 |
38,5725 |
1,7184 |
7,4712 |
38,5725 |
2,5193 |
10,9535 |
38,5725 |
|
4 |
1,4239 |
6,1910 |
44,7635 |
|
|
|
|
|
|
|
5 |
1,3179 |
5,7298 |
50,4933 |
|
|
|
|
|
|
|
6 |
1,2006 |
5,2201 |
55,7134 |
|
|
|
|
|
|
|
7 |
1,0755 |
4,6762 |
60,3896 |
|
|
|
|
|
|
|
8 |
,9138 |
3,9732 |
64,3628 |
|
|
|
|
|
|
|
9 |
,8561 |
3,7221 |
68,0849 |
|
|
|
|
|
|
|
10 |
,8468 |
3,6816 |
71,7665 |
|
|
|
|
|
|
|
11 |
,7739 |
3,3648 |
75,1313 |
|
|
|
|
|
|
|
12 |
,6785 |
2,9501 |
78,0814 |
|
|
|
|
|
|
|
13 |
,6503 |
2,8273 |
80,9088 |
|
|
|
|
|
|
|
14 |
,6013 |
2,6141 |
83,5229 |
|
|
|
|
|
|
|
15 |
,5886 |
2,5591 |
86,0820 |
|
|
|
|
|
|
|
16 |
,5396 |
2,3459 |
88,4278 |
|
|
|
|
|
|
|
17 |
,4981 |
2,1657 |
90,5935 |
|
|
|
|
|
|
|
18 |
,4823 |
2,0969 |
92,6905 |
|
|
|
|
|
|
|
19 |
,4173 |
1,8143 |
94,5048 |
|
|
|
|
|
|
|
20 |
,3618 |
1,5729 |
96,0777 |
|
|
|
|
|
|
|
21 |
,3341 |
1,4526 |
97,5304 |
|
|
|
|
|
|
|
22 |
,2905 |
1,2632 |
98,7935 |
|
|
|
|
|
|
|
23 |
,2775 |
1,2065 |
100,0000 |
|
|
|
|
|
|
|
Extraction Method: Principal Component
Analysis. |
|||||||||
|
Component Matrix(a) |
||||
|
|
Component |
|
||
|
1 |
2 |
3 |
|
|
|
V19 |
,6118 |
,1983 |
-,2196 |
|
|
V23 |
,6107 |
-,4122 |
-,2052 |
|
|
V10 |
,6094 |
-,4121 |
-,2307 |
|
|
V16 |
,5671 |
-,2467 |
-,1859 |
|
|
V6 |
,5375 |
,4471 |
-,2249 |
|
|
V15 |
,5315 |
,0979 |
,4054 |
|
|
V8 |
,5287 |
-,2878 |
-,1579 |
|
|
V20 |
,5184 |
,0591 |
,0555 |
|
|
V14 |
,4760 |
,2852 |
-,2876 |
|
|
V1 |
,4705 |
-,0383 |
,4385 |
|
|
V2 |
,3735 |
,2601 |
,1938 |
|
|
V18 |
,3609 |
,1255 |
,0856 |
|
|
V7 |
,3549 |
,2181 |
-,0119 |
|
|
V13 |
,2938 |
,1453 |
,2540 |
|
|
V3 |
,2053 |
,1870 |
,0925 |
|
|
V12 |
,1970 |
-,6679 |
,0525 |
|
|
V11 |
,1072 |
,6149 |
-,1552 |
|
|
V22 |
-,0148 |
,5959 |
,0070 |
|
|
V21 |
,2301 |
,5638 |
-,0678 |
|
|
V4 |
,4517 |
-,5433 |
,0395 |
|
|
V5 |
,4503 |
,0888 |
,5841 |
|
|
V9 |
,2869 |
,0457 |
,5481 |
|
|
V17 |
,4432 |
,1558 |
-,4790 |
|
|
Extraction Method: Principal Component
Analysis. |
|
|||
|
a 3 components extracted. |
|
|||
|
Rotated Component Matrix(a) |
||||
|
|
Component |
|
||
|
1 |
2 |
3 |
|
|
|
V10 |
,7469 |
,1770 |
,0723 |
|
|
V23 |
,7409 |
,1649 |
,0941 |
|
|
V4 |
,6695 |
-,1328 |
,1869 |
|
|
V12 |
,5954 |
-,3629 |
,0381 |
|
|
V16 |
,5879 |
,2416 |
,1140 |
|
|
V8 |
,5860 |
,1789 |
,1093 |
|
|
V22 |
-,4439 |
,3857 |
,0978 |
|
|
V6 |
,0760 |
,7073 |
,1824 |
|
|
V14 |
,1715 |
,5969 |
,0702 |
|
|
V17 |
,2965 |
,5884 |
-,1267 |
|
|
V19 |
,3022 |
,5798 |
,1854 |
|
|
V11 |
-,3368 |
,5469 |
,0340 |
|
|
V21 |
-,2455 |
,5369 |
,1641 |
|
|
V7 |
,0694 |
,3472 |
,2198 |
|
|
V5 |
,0627 |
,0150 |
,7401 |
|
|
V15 |
,1556 |
,1553 |
,6388 |
|
|
V9 |
,0004 |
-,0859 |
,6144 |
|
|
V1 |
,2071 |
,0143 |
,6099 |
|
|
V2 |
-,0049 |
,2824 |
,4062 |
|
|
V13 |
,0118 |
,1317 |
,3930 |
|
|
V20 |
,2700 |
,2976 |
,3374 |
|
|
V18 |
,1140 |
,2399 |
,2877 |
|
|
V3 |
-,0309 |
,1916 |
,2191 |
|
|
Extraction Method: Principal Component
Analysis. |
|
|||
|
a Rotation converged in 6 iterations. |
|
|||
|
Component Transformation Matrix |
|||
|
Component |
1 |
2 |
3 |
|
1 |
,6324 |
,5517 |
,5437 |
|
2 |
-,7261 |
,6668 |
,1680 |
|
3 |
-,2698 |
-,5010 |
,8223 |
|
Extraction Method: Principal Component
Analysis. |
|||
|
Component Score Coefficient Matrix |
||||
|
|
Component |
|
||
|
1 |
2 |
3 |
|
|
|
V1 |
,0098 |
-,0768 |
,2667 |
|
|
V2 |
-,0424 |
,0524 |
,1552 |
|
|
V3 |
-,0324 |
,0433 |
,0812 |
|
|
V4 |
,1992 |
-,0817 |
,0435 |
|
|
V5 |
-,0486 |
-,0919 |
,3415 |
|
|
V6 |
-,0006 |
,2395 |
-,0135 |
|
|
V7 |
-,0021 |
,1001 |
,0519 |
|
|
V8 |
,1760 |
,0458 |
-,0261 |
|
|
V9 |
-,0558 |
-,1124 |
,3011 |
|
|
V10 |
,2311 |
,0481 |
-,0582 |
|
|
V11 |
-,1176 |
,2037 |
-,0243 |
|
|
V12 |
,1918 |
-,1474 |
,0103 |
|
|
V13 |
-,0341 |
-,0023 |
,1671 |
|
|
V14 |
,0417 |
,2118 |
-,0608 |
|
|
V15 |
-,0110 |
-,0273 |
,2667 |
|
|
V16 |
,1754 |
,0685 |
-,0322 |
|
|
V17 |
,1002 |
,2330 |
-,1642 |
|
|
V18 |
,0072 |
,0507 |
,0938 |
|
|
V19 |
,0732 |
,1888 |
-,0163 |
|
|
V20 |
,0520 |
,0639 |
,0953 |
|
|
V21 |
-,1002 |
,1819 |
,0299 |
|
|
V22 |
-,1560 |
,1364 |
,0368 |
|
|
V23 |
,2273 |
,0408 |
-,0458 |
|
|
Extraction Method: Principal Component
Analysis. |
|
|||
|
Component Score Covariance Matrix |
|||
|
Component |
1 |
2 |
3 |
|
1 |
1,0000 |
,0000 |
,0000 |
|
2 |
,0000 |
1,0000 |
,0000 |
|
3 |
,0000 |
,0000 |
1,0000 |
|
Extraction Method: Principal Component
Analysis. |
|||
|
Comandos |
GET |
FILE='C:\Documents and Settings\user\Desktop\E16_DATA.sav'. |
GLM |
fac1_1 fac2_1 fac3_1 BY sex |
/METHOD = SSTYPE(3) |
/INTERCEPT = INCLUDE |
/PRINT = DESCRIPTIVE |
/CRITERIA = ALPHA(.05) |
/DESIGN = sex. |
|
|
Output [35C] |
General
Linear Model
|
Between-Subjects Factors |
||
|
|
N |
|
|
SEX |
1 |
72 |
|
2 |
100 |
|
|
Descriptive Statistics |
||||
|
|
SEX |
Mean |
Std. Deviation |
N |
|
REGR factor score 1
for analysis 1 |
1 |
-,2692 |
,9479 |
72 |
|
2 |
,1939 |
,9961 |
100 |
|
|
Total |
,0000 |
1,0000 |
172 |
|
|
REGR factor score 2
for analysis 1 |
1 |
-,1554 |
,9735 |
72 |
|
2 |
,1119 |
1,0087 |
100 |
|
|
Total |
,0000 |
1,0000 |
172 |
|
|
REGR factor score 3
for analysis 1 |
1 |
-,0022 |
1,0492 |
72 |
|
2 |
,0016 |
,9684 |
100 |
|
|
Total |
,0000 |
1,0000 |
172 |
|
|
Multivariate Tests(b) |
||||||
|
Effect |
Value |
F |
Hypothesis df |
Error df |
Sig. |
|
|
Intercept |
Pillai's Trace |
,0020 |
,1117(a) |
3 |
168 |
,9532 |
|
Wilks' Lambda |
,9980 |
,1117(a) |
3 |
168 |
,9532 |
|
|
Hotelling's Trace |
,0020 |
,1117(a) |
3 |
168 |
,9532 |
|
|
|
,0020 |
,1117(a) |
3 |
168 |
,9532 |
|
|
SEX |
Pillai's Trace |
,0700 |
4,2145(a) |
3 |
168 |
,0066 |
|
Wilks' Lambda |
,9300 |
4,2145(a) |
3 |
168 |
,0066 |
|
|
Hotelling's Trace |
,0753 |
4,2145(a) |
3 |
168 |
,0066 |
|
|
|
,0753 |
4,2145(a) |
3 |
168 |
,0066 |
|
|
a Exact statistic |
||||||
|
b Design: Intercept+SEX |
||||||
|
Tests of Between-Subjects Effects |
||||||
|
Source |
Dependent Variable |
Type III Sum of Squares |
df |
Mean Square |
F |
Sig. |
|
Corrected Model |
REGR factor score 1
for analysis 1 |
8,9776(a) |
1 |
8,9776 |
9,4196 |
,0025 |
|
REGR factor score 2
for analysis 1 |
2,9904(b) |
1 |
2,9904 |
3,0258 |
,0838 |
|
|
REGR factor score 3
for analysis 1 |
,0006(c) |
1 |
,0006 |
,0006 |
,9804 |
|
|
Intercept |
REGR factor score 1
for analysis 1 |
,2379 |
1 |
,2379 |
,2496 |
,6180 |
|
REGR factor score 2
for analysis 1 |
,0792 |
1 |
,0792 |
,0802 |
,7774 |
|
|
REGR factor score 3
for analysis 1 |
,0000 |
1 |
,0000 |
,0000 |
,9968 |
|
|
SEX |
REGR factor score 1
for analysis 1 |
8,9776 |
1 |
8,9776 |
9,4196 |
,0025 |
|
REGR factor score 2
for analysis 1 |
2,9904 |
1 |
2,9904 |
3,0258 |
,0838 |
|
|
REGR factor score 3
for analysis 1 |
,0006 |
1 |
,0006 |
,0006 |
,9804 |
|
|
Error |
REGR factor score 1
for analysis 1 |
162,0224 |
170 |
,9531 |
|
|
|
REGR factor score 2
for analysis 1 |
168,0096 |
170 |
,9883 |
|
|
|
|
REGR factor score 3
for analysis 1 |
170,9994 |
170 |
1,0059 |
|
|
|
|
Total |
REGR factor score 1
for analysis 1 |
171,0000 |
172 |
|
|
|
|
REGR factor score 2
for analysis 1 |
171,0000 |
172 |
|
|
|
|
|
REGR factor score 3
for analysis 1 |
171,0000 |
172 |
|
|
|
|
|
Corrected Total |
REGR factor score 1
for analysis 1 |
171,0000 |
171 |
|
|
|
|
REGR factor score 2
for analysis 1 |
171,0000 |
171 |
|
|
|
|
|
REGR factor score 3
for analysis 1 |
171,0000 |
171 |
|
|
|
|
|
a R Squared = ,053 (Adjusted R Squared =
,047) |
||||||
|
b R Squared = ,017 (Adjusted R Squared =
,012) |
||||||
|
c R Squared = ,000 (Adjusted R Squared =
-,006) |
||||||
|
Comandos |
|
FILE/ OPEN "Hard Disk:E16_DATA" |
|
SELECT VARIABLES: V1 ... V23 |
|
VARIABLES/ CHOOSE: X |
|
COMPARE/ FACTOR ANALYSIS... |
|
IMPUT: RAW DATA |
|
FACTOR EXTRACTION METHOD: PRINCIPAL COMPONENTS |
|
NUMBER OF FACTORS TO EXTRACT: ROOT CURVE |
|
TRANSFORMATION METHOD-ORTHOTRAN/: VARIMAX |
|
OK |
|
|
|
Output
[36A] |
[...]
|
Nota: Para
obter as medidas da adequabilidade da amostragem para cada uma das variáveis
no SPSS, basta-lhe pedir nos menus as matrizes anti-imagem ou acrescentar o
seguinte subcomando, dentro do comando FACTOR: /PRINT AIC e ver os
valores registados na diagonal da matriz (de correlação) anti-imagem (dada a
extensão do output, opta-se aqui
pelo recurso ao STATVIEW). |
|
Comandos |
|
FILE/ OPEN "Hard Disk:E16_DATA" |
|
SELECT VARIABLES: V1 [...] V23 |
|
VARIABLES/ CHOOSE: X |
|
COMPARE/ FACTOR ANALYSIS... |
|
IMPUT: RAW DATA |
|
FACTOR EXTRACTION METHOD: PRINCIPAL COMPONENTS |
|
NUMBER OF FACTORS TO EXTRACT: USER SPECIFIED |
|
TRANSFORMATION METHOD-ORTHOTRAN/: VARIMAX |
|
OK |
|
|
|
Output
[36B] |
|
Comandos |
|
THE FOLLOWING LISREL CONTROL
LINES HAVE BEEN READ: |
|
E16_LISREL |
|
DA NI=23
NO=172 |
|
LA |
|
V1 V3 V5
V7 V9 V13 V15 V18 V20 V22 V2 V6 V11 V14 V17 V19 V21 V4 V8 V10 V12 V16 V23 |
|
KM SY
FI=E16_DATA_KM |
|
MO NX=23 NK=3 PH=ST |
|
LK |
|
PRIV PUBL
ANSI |
|
PA LX |
|
10(1 0 0)
7(0 1 0) 6(0 0 1) |
|
OU SE TV
MI |
|
|
|
Output |
|
E16_LISREL |
|
NUMBER
OF INPUT VARIABLES 23 |
|
NUMBER OF Y - VARIABLES 0 |
|
NUMBER OF X - VARIABLES 23 |
|
NUMBER OF ETA - VARIABLES 0 |
|
NUMBER OF KSI - VARIABLES 3 |
|
NUMBER OF OBSERVATIONS 172 |
|
|
|
COVARIANCE MATRIX TO BE ANALYZED |
|
[...] |
|
PARAMETER SPECIFICATIONS |
|
LAMBDA X |
|
PRIV PUBL ANSI |
|
======== ========
======== |
|
V1 1 0 0 |
|
V3 2 0 0 |
|
V5 3 0 0 |
|
V7 4 0 0 |
|
V9 5 0 0 |
|
V13 6 0 0 |
|
V15 7 0 0 |
|
V18 8 0 0 |
|
V20 9 0 0 |
|
V22 10 0 0 |
|
V2 0 11 0 |
|
V6 0 12 0 |
|
V11 0 13 0 |
|
V14 0 14 0 |
|
V17 0 15 0 |
|
V19 0 16 0 |
|
V21 0 17 0 |
|
V4 0 0 18 |
|
V8 0 0 19 |
|
V10 0 0 20 |
|
V12 0 0 21 |
|
V16 0 0 22 |
|
V23 0 0 23 |
|
|
|
PHI |
|
PRIV PUBL ANSI |
|
======== ======== ======== |
|
PRIV 0 |
|
PUBL 24 0 |
|
ANSI 25 26 0 |
|
|
|
THETA DELTA |
|
V1
V3 V5 V7 V9 V13 |
|
======== ========
======== ======== ========
======== |
|
27 28 29 30 31 32 |
|
THETA DELTA |
|
V15 V18 V20 V22 V2 V6 |
|
======== ========
======== ======== ========
======== |
|
33 34 35 36 37 38 |
|
THETA DELTA |
|
V11 V14 V17 V19 V21 V4 |
|
======== ========
======== ======== ========
======== |
|
39 40 41 42 43 44 |
|
THETA DELTA |
|
V8 V10 V12 V16 V23 |
|
======== ========
======== ======== ======== |
|
45 46 47 48 49 |
|
|
|
INITIAL
ESTIMATES (TSLS) |
|
[...] |
|
LISREL
ESTIMATES (MAXIMUM LIKELIHOOD) |
|
LAMBDA X |
|
PRIV PUBL ANSI |
|
======== ========
======== |
|
V1
.514 .000 .000 |
|
V3
.209 .000 .000 |
|
V5
.592 .000 .000 |
|
V7
.338 .000 .000 |
|
V9 .405 .000 .000 |
|
V13 .315 .000 .000 |
|
V15 .596 .000 .000 |
|
V18 .369 .000 .000 |
|
V20 .432 .000 .000 |
|
V22 .049 .000 .000 |
|
V2 .000 .406 .000 |
|
V6 .000 .696 .000 |
|
V11 .000 .270 .000 |
|
V14 .000 .582 .000 |
|
V17 .000 .502 .000 |
|
V19 .000 .652 .000 |
|
V21 .000 .356 .000 |
|
V4 .000 .000 .636 |
|
V8 .000 .000 .533 |
|
V10 .000
.000 .721 |
|
V12 .000 .000 .449 |
|
V16 .000 .000 .585 |
|
V23 .000 .000 .769 |
|
|
|
PHI |
|
PRIV PUBL ANSI |
|
======== ======== ======== |
|
PRIV 1.000 |
|
PUBL .538 1.000 |
|
ANSI .423 .306 1.000 |
|
|
|
THETA DELTA |
|
V1 V3 V5 V7 V9 V13 |
|
======== ======== ========
======== ======== ======== |
|
.736 .956 .650 .886 .836 .901 |
|
THETA DELTA |
|
V15 V18 V20 V22 V2 V6 |
|
======== ======== ========
======== ======== ======== |
|
.645 .864 .813 .998 .835 .515 |
|
THETA DELTA |
|
V11 V14 V17 V19 V21 V4 |
|
======== ======== ========
======== ======== ======== |
|
.927 .661 .748 .575 .873 .595 |
|
THETA DELTA |
|
V8
V10 V12 V16 V23 |
|
======== ======== ========
======== ======== |
|
.716 .481 .798 .658 .409 |
|
|
|
SQUARED MULTIPLE
CORRELATIONS FOR X - VARIABLES |
|
[...] |
|
|
|
TOTAL COEFFICIENT
OF DETERMINATION FOR X - VARIABLES IS
.981 |
|
|
|
CHI-SQUARE WITH
227 DEGREES OF FREEDOM = 460.25(P =
.000) |
|
|
|
GOODNESS OF FIT INDEX = .804 |
|
ADJUSTED
GOODNESS OF FIT INDEX = .762 |
|
ROOT MEAN SQUARE RESIDUAL = .095 |
|
|
|
SUMMARY STATISTICS FOR FITTED RESIDUALS |
|
SMALLEST FITTED RESIDUAL =
-.317 |
|
MEDIAN FITTED RESIDUAL
= 0.000 |
|
LARGEST FITTED RESIDUAL
= .379 |
|
STEMLEAF PLOT |
|
[...] |
|
LARGEST NEGATIVE STANDARDIZED RESIDUALS |
|
RESIDUAL FOR V20
AND V5 = -3.188 |
|
RESIDUAL FOR V11
AND V1 = -2.838 |
|
RESIDUAL FOR V14
AND V5 = -3.557 |
|
RESIDUAL FOR V4
AND V7 = -3.041 |
|
RESIDUAL FOR V4
AND V22 = -2.938 |
|
RESIDUAL FOR V4
AND V11 = -3.119 |
|
RESIDUAL FOR V8
AND V22 = -2.631 |
|
RESIDUAL FOR V12
AND V22 = -4.250 |
|
RESIDUAL FOR V12
AND V6 = -3.421 |
|
RESIDUAL FOR V12
AND V11 = -3.972 |
|
RESIDUAL FOR V12
AND V14 = -3.100 |
|
RESIDUAL FOR V12
AND V21 = -3.307 |
|
|
|
LARGEST POSITIVE STANDARDIZED RESIDUALS |
|
RESIDUAL FOR V2
AND V1 = 2.889 |
|
RESIDUAL FOR V6
AND V3 = 3.334 |
|
RESIDUAL FOR V6
AND V7 = 2.594 |
|
RESIDUAL FOR V11
AND V22 =
4.811 |
|
RESIDUAL FOR V17
AND V6 = 2.695 |
|
RESIDUAL FOR V21
AND V22 = 5.088 |
|
RESIDUAL FOR V21
AND V11 = 4.954 |
|
RESIDUAL FOR V10
AND V17 = 3.164 |
|
RESIDUAL FOR V10
AND V19 = 2.836 |
|
RESIDUAL FOR V12
AND V4 = 2.667 |
|
RESIDUAL FOR V16
AND V7 = 2.692 |
|
RESIDUAL FOR V16
AND V20 = 3.156 |
|
RESIDUAL FOR V23
AND V16 = 4.309 |
|
|
|
STANDARD ERRORS |
|
[...] |
|
T-VALUES |
|
LAMBDA X |
|
PRIV PUBL ANSI |
|
======== ========
======== |
|
V1 6.118 .000 .000 |
|
V3 2.364 .000 .000 |
|
V5 7.168 .000 .000 |
|
V7 3.890 .000 .000 |
|
V9 4.714 .000 .000 |
|
V13 3.608 .000 .000 |
|
V15 7.222 .000 .000 |
|
V18 4.264 .000 .000 |
|
V20 5.055 .000 .000 |
|
V22 .549 .000 .000 |
|
V2 .000 4.840
.000 |
|
V6 .000 8.922 .000 |
|
V11 .000 3.147 .000 |
|
V14 .000 7.242 .000 |
|
V17 .000 6.121 .000 |
|
V19 .000 8.263 .000 |
|
V21 .000 4.204
.000 |
|
V4
.000 .000 8.442 |
|
V8 .000 .000 6.834 |
|
V10 .000 .000 9.878 |
|
V12 .000 .000 5.621 |
|
V16 .000 .000 7.617 |
|
V23 .000 .000
10.739 |
|
|
|
PHI |
|
PRIV PUBL ANSI |
|
======== ======== ======== |
|
PRIV .000 |
|
PUBL 6.286 .000 |
|
ANSI 4.782 3.357 .000 |
|
|
|
THETA DELTA |
|
[Valores omitidos: mínimo = 6.20 (item 23); máximo = 9.24 (item 22) ] |
|
|
|
MODIFICATION INDICES AND ESTIMATED CHANGE |
|
MODIFICATION
INDICES FOR LAMBDA X |
|
PRIV PUBL ANSI |
|
======== ========
======== |
|
V1 .000 .169 .165 |
|
V3 .000 2.049 .262 |
|
V5 .000 5.774 .617 |
|
V7 .000 4.254 .369 |
|
V9 .000 3.079 2.404 |
|
V13 .000 .042 .038 |
|
V15 .000 .064 1.071 |
|
V18 .000 1.715 .031 |
|
V20 .000 3.973 3.767 |
|
V22 .000 7.148 9.997 |
|
V2 3.620 .000 .470 |
|
V6 .053 .000 1.355 |
|
V11 .698 .000 10.318 |
|
V14 .979 .000 .012 |
|
V17 2.339 .000 3.239 |
|
V19 .813 .000 5.734 |
|
V21 .020 .000 3.648 |
|
V4 .529 3.722 .000 |
|
V8 1.407 2.563 .000 |
|
V10 .015 2.840 .000 |
|
V12 5.527 20.217 .000 |
|
V16 2.394 1.784 .000 |
|
V23 .030 .083 .000 |
|
|
|
ESTIMATED CHANGE
FOR LAMBDA X |
|
PRIV
PUBL ANSI |
|
======== ========
======== |
|
V1 .000 -.046 .038 |
|
V3 .000 .165 -.050 |
|
V5 .000 -.267 -.073 |
|
V7 -.000 .234 -.058 |
|
V9 -.000
-.198 -.147 |
|
V13 .000 .023 -.019 |
|
V15 .000 -.028 .096 |
|
V18 -.000 .148 -.017 |
|
V20 -.000 .224 .183 |
|
V22 .000 .311 -.312 |
|
V2 .216 -.000 -.059 |
|
V6 .025 .000 -.094 |
|
V11 -.097 .000 -.286 |
|
V14 -.108 .000 .009 |
|
V17 -.170 -.000 .151 |
|
V19 .098 -.000 .194 |
|
V21 .016 .000 -.167 |
|
V4 -.064 -.154 -.000 |
|
V8 .110 .134 -.000 |
|
V10 .010 .128 .000 |
|
V12 -.227 -.391 -.000 |
|
V16 .141 .109 -.000 |
|
V23
-.015 .022 .000 |
|
|
|
NO NON-ZERO MODIFICATION INDICES FOR PHI |
|
NO NON-ZERO MODIFICATION INDICES FOR THETA DELTA |
|
MAXIMUM MODIFICATION INDEX IS
20.22 FOR ELEMENT (21, 2) OF LAMBDA X |
Última actualização:
2013-11-22