8/11/2019 Tugas Akhir Sem
1/345
TUGAS AKHIR SEM (STRUCTURAL EQUATION MODELLING)
Disusun oleh
DEPARTEMEN STATISTIKA
FAKULTAS MATEMATIKA DAN ILMU PENGETAHUAN ALAM
JATINANGOR
2014
8/11/2019 Tugas Akhir Sem
2/345
8/11/2019 Tugas Akhir Sem
3/345
Contoh kasus diselesaikan dengan menggunakan software LISREL, dengam syntax sebagai
berikut.
Observed variables: V1 V2 V3 V4 V5 V6 V7 V8 V9 V10 V11 V12 V13 V14 V15 V16 V17 V18 V19
V20 V21 V22 V23 V24 V25 V26 V27 V28 V29
Correlation matrix:1.0000
-0.0425 1.0000
-0.0049 -0.0050 1.0000
0.0249 -0.0217 -0.0764 1.0000
-0.0559 0.0055 0.0407 -0.0587 1.0000
0.2122 -0.1479 0.0633 0.1151 0.0263 1.0000
0.0303 0.0286 -0.0762 0.0147 -0.0148 0.0175 1.0000
-0.0116 -0.0426 -0.0620 -0.0811 -0.0087 0.0113 0.0638 1.0000
-0.0158 -0.0810 -0.0296 -0.0126 -0.0769 -0.0759 -
0.0253 0.0098 1.0000
0.0439 0.1177 -0.0339 0.0036 0.0237 -0.0943 -0.0012 0.0640 0.1238 1.0000
0.0987 0.0734 0.0135 -0.1110 0.0112 -0.0360 0.0515 -0.0732 0.0098 -
0.0316 1.0000
0.0222 0.1045 0.0161 -0.0254 0.0662 -0.0950 0.0825 -0.1425 -0.0059
0.0428 0.0115 1.0000
8/11/2019 Tugas Akhir Sem
4/345
-0.0459 -0.0279 -0.1220 0.0383 0.0150 -0.0564 0.1423 0.0427 -
0.0068 -0.0414 -0.0528 -0.1412 1.0000
-0.0027 -0.0043 -0.0808 0.0195 0.0483 -0.0789 0.0830 0.1053 -
0.0459 -0.0755 -0.0559 0.0106 -0.1006 1.0000
-0.0342 -0.0660 -0.0589 -0.0362 0.0840 0.1471 0.0013 -0.0460
0.0723 -0.0406 -0.0555 -0.0980 -0.0654 -0.0228 1.0000
-0.1528 0.0781 -0.0413 0.0065 0.1225 0.0654 -0.0223 0.0574 0.0073 0.0185
0.0604 -0.0423 -0.0854 0.1067 0.0084 1.0000
-0.0199 0.0435 -0.0085 0.0918 0.0855 -0.0351 0.0467 -0.0219 -
0.0049 0.0028 0.0198 0.0676 0.0003 0.0525 -0.0724 0.0412 1.0000
-0.0291 -0.0730 -0.0166 -0.0738 0.0760 0.0317 -0.0924 -
0.0749 0.0585 0.0040 -0.0480 0.0933 -0.0212 -0.0935 -0.0055 0.1117
-0.0558 1.0000
-0.0563 -0.1569 0.0901 0.0240 0.0371 -0.0200 0.1101 -0.1480 0.0741
-0.0778 -0.0133 -0.0120 -0.0478 -0.0878 -0.0782
0.0866 -0.0388 0.0705 1.0000
-0.0568 0.0726 -0.0870 0.0197 -0.0186 0.0277 0.0267 0.0216 0.1057 -
0.0068 -0.0449 0.0030 0.0202 -0.0273 -0.1492 0.1187 -0.0449 0.0432
0.1207 1.0000
0.0357 -0.1076 -0.1432 -0.0228 -0.1241 -0.0506 0.1324 0.0311 -0.0807 0.1129 -0.0373 -0.1132 0.0571 -0.0428 -0.0430
-0.0576 -0.0500 0.0634 0.1193 -0.0643 1.0000
-0.1040 0.1803 -0.0819 -0.1693 0.1350 -0.0637 0.0587 -0.0296
-0.0974 0.0456 0.0919 0.0656 -0.0411 0.0928 0.0047 0.0737 0.0770 -
0.0236 -0.0259 -0.0503 -0.0391 1.0000
0.0134 0.0492 -0.0220 0.0446 0.0672 -0.0686 -0.0789 0.1312 -0.1009
0.0035 -0.0223 0.0681 -0.1376 0.0085 -0.0148 0.1363 0.0423 -
0.0187 -0.0659 -0.1624 -0.0051 0.0640 1.0000
-0.0723 0.0416 -0.0001 0.0152 -0.0528 -0.0061 0.0421 0.0707 0.1011
-0.0545 0.0134 0.0270 -0.0765 -0.0729 -0.0291 -0.0745
-0.0740 -0.0517 0.0288 0.1520 -0.0574 -0.0439 -0.0112
1.0000
0.0944 0.0540 0.0711 -0.0236 -0.0331 -0.0196 -0.0435 -0.0215
-0.0307 -0.0205 -0.0402 -0.0910 0.0116 -0.0166 0.0726
8/11/2019 Tugas Akhir Sem
5/345
-0.1120 -0.0722 0.0214 -0.1308 -0.1567 -0.0296 0.0278
-0.0665 -0.1137 1.0000
-0.0369 -0.0864 0.0324 -0.0432 0.0484 0.1146 0.0349 -0.0143 -
0.0036 -0.0343 -0.0349 0.1355 -0.0624 -0.0629 0.0292 -0.0714
-0.0406 0.1415 -0.0619 0.0365 0.0731 -0.0662 -0.0449 -
0.1680 0.0870 1.00000.1440 -0.0988 -0.0244 -0.0172 0.0281 -0.0097 0.0806 0.0239 0.1194
-0.1429 -0.0487 -0.0461 -0.0074 0.0058 -0.0554 -
0.0667 -0.0572 0.0664 0.1271 0.0937 -0.1141 -0.1854 -0.0026 0.0427
0.0903 0.0132 1.0000
-0.0517 -0.0265 -0.1129 -0.0612 0.0798 0.1274 0.0239 0.0048 0.0880
-0.0307 -0.1090 -0.0014 -0.0336 0.0932 0.1568 -0.0597
0.0938 -0.0194 0.0295 0.0717 -0.0835 -0.0339 -0.2128 -
0.0134 0.0257 0.0318 0.0773 1.0000
0.0100 -0.0574 0.1077 0.0454 -0.0262 -0.1083 -0.0216 -0.0932
0.0108 -0.0443 -0.0954 -0.0767 -0.0160 -0.0193 0.0553
0.0143 -0.0473 -0.0693 0.0758 0.0062 0.0914 -0.1429 -0.0266
-0.0008 0.0328 0.0103 0.0750 0.0460 1.0000
Standard deviations:
4.0170 3.8303 3.8979 4.3472 4.2899 3.8430 3.8552 3.9802 3.8077 3.7509 3.8187 4.2868 3.7871
3.9243 3.6731 3.7522 4.1564 4.3379 4.0518 4.0899 4.0194 4.1671 4.2799 3.9165 3.9057
3.8558 4.2581 4.2394 3.8997
Sample size: 200
Latent variables: F1 F2 F3 F4 F5 F6
Relationships:V1-V5=F1
V6-V10=F2
V11-V15=F3
V16-V20=F4
V21-V26=F5
V27-V29=F6
Set the covariance of F2 and F3 to zero
Set the covariance of F2 and F4 to zero
Let the errors of V11 and V12 covary
Options:AD=OFF IT=OFF ME=MLPath diagram
End of problem
Maka diperoleh syntax pada LISREL
1. Estimator
8/11/2019 Tugas Akhir Sem
6/345
2. T-value
8/11/2019 Tugas Akhir Sem
7/345
8/11/2019 Tugas Akhir Sem
8/345
3. Standardized Solution
8/11/2019 Tugas Akhir Sem
9/345
Covariance Matrix
V1 V2 V3 V4 V5 V6
-------- -------- -------- -------- -------- --------
V1 16.14
V2 -0.65 14.67V3 -0.08 -0.07 15.19
V4 0.43 -0.36 -1.29 18.90
V5 -0.96 0.09 0.68 -1.09 18.40
V6 3.28 -2.18 0.95 1.92 0.43 14.77
V7 0.47 0.42 -1.15 0.25 -0.24 0.26
V8 -0.19 -0.65 -0.96 -1.40 -0.15 0.17
V9 -0.24 -1.18 -0.44 -0.21 -1.26 -1.11
V10 0.66 1.69 -0.50 0.06 0.38 -1.36
V11 1.51 1.07 0.20 -1.84 0.18 -0.53
V12 0.38 1.72 0.27 -0.47 1.22 -1.57
V13 -0.70 -0.40 -1.80 0.63 0.24 -0.82
V14 -0.04 -0.06 -1.24 0.33 0.81 -1.19
V15 -0.50 -0.93 -0.84 -0.58 1.32 2.08
V16 -2.30 1.12 -0.60 0.11 1.97 0.94
V17 -0.33 0.69 -0.14 1.66 1.52 -0.56
V18 -0.51 -1.21 -0.28 -1.39 1.41 0.53
V19 -0.92 -2.44 1.42 0.42 0.64 -0.31
V20 -0.93 1.14 -1.39 0.35 -0.33 0.44
V21 0.58 -1.66 -2.24 -0.40 -2.14 -0.78
V22 -1.74 2.88 -1.33 -3.07 2.41 -1.02
V23 0.23 0.81 -0.37 0.83 1.23 -1.13V24 -1.14 0.62 0.00 0.26 -0.89 -0.09
V25 1.48 0.81 1.08 -0.40 -0.55 -0.29
V26 -0.57 -1.28 0.49 -0.72 0.80 1.70
V27 2.46 -1.61 -0.40 -0.32 0.51 -0.16
V28 -0.88 -0.43 -1.87 -1.13 1.45 2.08
V29 0.16 -0.86 1.64 0.77 -0.44 -1.62
Covariance Matrix
V7 V8 V9 V10 V11 V12-------- -------- -------- -------- -------- --------
V7 14.86
V8 0.98 15.84
V9 -0.37 0.15 14.50
V10 -0.02 0.96 1.77 14.07
V11 0.76 -1.11 0.14 -0.45 14.58
V12 1.36 -2.43 -0.10 0.69 0.19 18.38
8/11/2019 Tugas Akhir Sem
10/345
V13 2.08 0.64 -0.10 -0.59 -0.76 -2.29
V14 1.26 1.64 -0.69 -1.11 -0.84 0.18
V15 0.02 -0.67 1.01 -0.56 -0.78 -1.54
V16 -0.32 0.86 0.10 0.26 0.87 -0.68
V17 0.75 -0.36 -0.08 0.04 0.31 1.20
V18 -1.55 -1.29 0.97 0.07 -0.80 1.73V19 1.72 -2.39 1.14 -1.18 -0.21 -0.21
V20 0.42 0.35 1.65 -0.10 -0.70 0.05
V21 2.05 0.50 -1.24 1.70 -0.57 -1.95
V22 0.94 -0.49 -1.55 0.71 1.46 1.17
V23 -1.30 2.23 -1.64 0.06 -0.36 1.25
V24 0.64 1.10 1.51 -0.80 0.20 0.45
V25 -0.65 -0.33 -0.46 -0.30 -0.60 -1.52
V26 0.52 -0.22 -0.05 -0.50 -0.51 2.24
V27 1.32 0.41 1.94 -2.28 -0.79 -0.84
V28 0.39 0.08 1.42 -0.49 -1.76 -0.03
V29 -0.32 -1.45 0.16 -0.65 -1.42 -1.28
Covariance Matrix
V13 V14 V15 V16 V17 V18
-------- -------- -------- -------- -------- --------
V13 14.34
V14 -1.50 15.40
V15 -0.91 -0.33 13.49
V16 -1.21 1.57 0.12 14.08
V17 0.00 0.86 -1.11 0.64 17.28V18 -0.35 -1.59 -0.09 1.82 -1.01 18.82
V19 -0.73 -1.40 -1.16 1.32 -0.65 1.24
V20 0.31 -0.44 -2.24 1.82 -0.76 0.77
V21 0.87 -0.68 -0.63 -0.87 -0.84 1.11
V22 -0.65 1.52 0.07 1.15 1.33 -0.43
V23 -2.23 0.14 -0.23 2.19 0.75 -0.35
V24 -1.13 -1.12 -0.42 -1.09 -1.20 -0.88
V25 0.17 -0.25 1.04 -1.64 -1.17 0.36
V26 -0.91 -0.95 0.41 -1.03 -0.65 2.37
V27 -0.12 0.10 -0.87 -1.07 -1.01 1.23V28 -0.54 1.55 2.44 -0.95 1.65 -0.36
V29 -0.24 -0.30 0.79 0.21 -0.77 -1.17
Covariance Matrix
V19 V20 V21 V22 V23 V24
-------- -------- -------- -------- -------- --------
8/11/2019 Tugas Akhir Sem
11/345
V19 16.42
V20 2.00 16.73
V21 1.94 -1.06 16.16
V22 -0.44 -0.86 -0.65 17.36
V23 -1.14 -2.84 -0.09 1.14 18.32
V24 0.46 2.43 -0.90 -0.72 -0.19 15.34V25 -2.07 -2.50 -0.46 0.45 -1.11 -1.74
V26 -0.97 0.58 1.13 -1.06 -0.74 -2.54
V27 2.19 1.63 -1.95 -3.29 -0.05 0.71
V28 0.51 1.24 -1.42 -0.60 -3.86 -0.22
V29 1.20 0.10 1.43 -2.32 -0.44 -0.01
Covariance Matrix
V25 V26 V27 V28 V29
-------- -------- -------- -------- --------
V25 15.25
V26 1.31 14.87
V27 1.50 0.22 18.13
V28 0.43 0.52 1.40 17.97
V29 0.50 0.15 1.25 0.76 15.21
Number of Iterations = 0
LISREL Estimates (Maximum Likelihood)
Measurement Equations
V1 = 3.62*F1, Errorvar.= 3.07 , R = 0.81
(0.34) (1.89)
10.67 1.62
V2 = 0.59*F1, Errorvar.= 14.32, R = 0.024
(0.30) (1.44)
2.01 9.93
V3 = 1.52*F1, Errorvar.= 12.89, R = 0.15
(0.30) (1.36)
5.07 9.50
V4 = 1.97*F1, Errorvar.= 15.02, R = 0.21
(0.33) (1.63)
5.91 9.19
8/11/2019 Tugas Akhir Sem
12/345
V5 = - 2.48*F1, Errorvar.= 12.28, R = 0.33
(0.33) (1.53)
-7.43 8.01
V6 = 3.46*F2, Errorvar.= 2.81 , R = 0.81(2.14) (14.73)
1.62 0.19
V7 = - 0.58*F2, Errorvar.= 14.52, R = 0.023
(0.46) (1.52)
-1.27 9.56
V8 = - 0.026*F2, Errorvar.= 15.84, R = 0.00
(0.31) (1.59)
-0.084 9.97
V9 = 0.44*F2, Errorvar.= 14.30, R = 0.014
(0.40) (1.46)
1.12 9.82
V10 = - 0.63*F2, Errorvar.= 13.67, R = 0.028
(0.48) (1.46)
-1.32 9.38
V11 = 3.44*F3, Errorvar.= 2.77 , R = 0.81
(0.59) (3.77)5.87 0.74
V12 = 2.10*F3, Errorvar.= 13.98, R = 0.24
(0.44) (1.99)
4.76 7.04
V13 = 1.25*F3, Errorvar.= 12.78, R = 0.11
(0.33) (1.38)
3.76 9.25
V14 = 0.58*F3, Errorvar.= 15.06, R = 0.022
(0.31) (1.52)
1.86 9.91
V15 = 0.12*F3, Errorvar.= 13.48, R = 0.0011
(0.29) (1.35)
0.43 9.97
8/11/2019 Tugas Akhir Sem
13/345
V16 = 3.38*F4, Errorvar.= 2.68 , R = 0.81
(5.30) (35.78)
0.64 0.075
V17 = 0.31*F4, Errorvar.= 17.18, R = 0.0055(0.58) (1.75)
0.53 9.82
V18 = - 0.24*F4, Errorvar.= 18.76, R = 0.0029
(0.50) (1.89)
-0.47 9.93
V19 = 0.37*F4, Errorvar.= 16.28, R = 0.0083
(0.65) (1.69)
0.57 9.64
V20 = 0.074*F4, Errorvar.= 16.72, R = 0.00033
(0.34) (1.68)
0.22 9.97
V21 = 3.62*F5, Errorvar.= 3.07 , R = 0.81
(2.72) (19.60)
1.33 0.16
V22 = - 0.36*F5, Errorvar.= 17.23, R = 0.0077
(0.42) (1.74)-0.87 9.90
V23 = - 0.017*F5, Errorvar.= 18.32, R = 0.00
(0.34) (1.84)
-0.051 9.97
V24 = - 0.82*F5, Errorvar.= 14.67, R = 0.044
(0.67) (1.78)
-1.22 8.23
V25 = 0.012*F5, Errorvar.= 15.25, R = 0.00
(0.31) (1.53)
0.040 9.97
V26 = - 0.20*F5, Errorvar.= 14.83, R = 0.0027
(0.34) (1.49)
-0.60 9.96
8/11/2019 Tugas Akhir Sem
14/345
V27 = 3.83*F6, Errorvar.= 3.44 , R = 0.81
(2.12) (16.19)
1.80 0.21
V28 = 0.81*F6, Errorvar.= 17.31, R = 0.037(0.54) (1.89)
1.49 9.18
V29 = 0.88*F6, Errorvar.= 14.44, R = 0.051
(0.56) (1.68)
1.57 8.59
Correlation Matrix of Independent Variables
F1 F2 F3 F4 F5 F6
-------- -------- -------- -------- -------- --------
F1 1.00
F2 0.15 1.00
(0.12)
1.22
F3 -0.01 - - 1.00
(0.08)-0.09
F4 -0.15 - - 0.02 1.00
(0.25) (0.09)
-0.60 0.17
F5 0.05 -0.11 -0.09 -0.05 1.00
(0.09) (0.13) (0.11) (0.12)
0.51 -0.81 -0.82 -0.41
F6 0.04 0.03 -0.10 -0.07 -0.10 1.00
(0.09) (0.09) (0.10) (0.15) (0.13)
0.43 0.31 -0.99 -0.49 -0.82
8/11/2019 Tugas Akhir Sem
15/345
8/11/2019 Tugas Akhir Sem
16/345
The Modification Indices Suggest to Add the
Path to from Decrease in Chi-Square New Estimate
V1 F2 10.8 1.10
V1 F3 8.5 0.93
V1 F6 13.5 1.18V6 F1 37.1 6.79
V6 F5 17.4 4.60
V6 F6 9.9 -3.10
V16 F1 16.6 -6.94
V16 F3 20.9 9.25
V22 F6 8.7 -0.98
V27 F1 20.2 4.51
The Modification Indices Suggest to Add an Error Covariance
Between and Decrease in Chi-Square New Estimate
V2 V1 8.4 -3.27
V3 V1 85.6 -13.52
V4 V1 225.6 -28.52
V5 V1 1300.3 97.85
V5 V4 9.4 -4.02
V6 V1 9.7 3.35
V7 V6 135.2 57.23
V9 V6 99.8 -39.68
V10 V6 14.8 20.60
V11 V1 9.3 2.56
V11 V4 7.9 -2.60V12 V11 4969.8 -525.70
V13 V11 302.5 -54.80
V14 V11 21.7 -7.56
V18 V16 140.1 70.75
V20 V16 38.9 30.49
V21 V6 9.1 9.54
V24 V21 436.4 253.39
V26 V21 20.1 16.12
V27 V1 15.9 4.55
V28 V23 9.2 -3.85V28 V27 109.3 -76.76
V29 V27 241.7 -137.38
Let the errors of V11 and V12 covary
8/11/2019 Tugas Akhir Sem
17/345
8/11/2019 Tugas Akhir Sem
18/345
8/11/2019 Tugas Akhir Sem
19/345
Observed variables: V1 V2 V3 V4 V5 V6 V7 V8 V9 V10 V11 V12 V13 V14 V15 V16 V17 V18 V19
V20 V21 V22 V23 V24 V25 V26 V27 V28 V29
8/11/2019 Tugas Akhir Sem
20/345
Correlation matrix:
1.0000
-0.0425 1.0000
-0.0049 -0.0050 1.0000
0.0249 -0.0217 -0.0764 1.0000
-0.0559 0.0055 0.0407 -0.0587 1.00000.2122 -0.1479 0.0633 0.1151 0.0263 1.0000
0.0303 0.0286 -0.0762 0.0147 -0.0148 0.0175 1.0000
-0.0116 -0.0426 -0.0620 -0.0811 -0.0087 0.0113 0.0638 1.0000
-0.0158 -0.0810 -0.0296 -0.0126 -0.0769 -0.0759 -0.0253 0.0098 1.0000
0.0439 0.1177 -0.0339 0.0036 0.0237 -0.0943 -0.0012 0.0640 0.1238 1.0000
0.0987 0.0734 0.0135 -0.1110 0.0112 -0.0360 0.0515 -0.0732 0.0098 -0.0316 1.0000
0.0222 0.1045 0.0161 -0.0254 0.0662 -0.0950 0.0825 -0.1425 -0.0059 0.0428 0.0115 1.0000
-0.0459 -0.0279 -0.1220 0.0383 0.0150 -0.0564 0.1423 0.0427 -0.0068 -0.0414 -0.0528 -0.1412
1.0000
-0.0027 -0.0043 -0.0808 0.0195 0.0483 -0.0789 0.0830 0.1053 -0.0459 -0.0755 -0.0559 0.0106 -
0.1006 1.0000
-0.0342 -0.0660 -0.0589 -0.0362 0.0840 0.1471 0.0013 -0.0460 0.0723 -0.0406 -0.0555 -0.0980
-0.0654 -0.0228 1.0000
-0.1528 0.0781 -0.0413 0.0065 0.1225 0.0654 -0.0223 0.0574 0.0073 0.0185 0.0604 -0.0423 -
0.0854 0.1067 0.0084 1.0000
-0.0199 0.0435 -0.0085 0.0918 0.0855 -0.0351 0.0467 -0.0219 -0.0049 0.0028 0.0198 0.0676
0.0003 0.0525 -0.0724 0.0412 1.0000
-0.0291 -0.0730 -0.0166 -0.0738 0.0760 0.0317 -0.0924 -0.0749 0.0585 0.0040 -0.0480 0.0933 -
0.0212 -0.0935 -0.0055 0.1117 -0.0558 1.0000
-0.0563 -0.1569 0.0901 0.0240 0.0371 -0.0200 0.1101 -0.1480 0.0741 -0.0778 -0.0133 -0.0120 -
0.0478 -0.0878 -0.0782 0.0866 -0.0388 0.0705 1.0000-0.0568 0.0726 -0.0870 0.0197 -0.0186 0.0277 0.0267 0.0216 0.1057 -0.0068 -0.0449 0.0030
0.0202 -0.0273 -0.1492 0.1187 -0.0449 0.0432 0.1207 1.0000
0.0357 -0.1076 -0.1432 -0.0228 -0.1241 -0.0506 0.1324 0.0311 -0.0807 0.1129 -0.0373 -0.1132
0.0571 -0.0428 -0.0430 -0.0576 -0.0500 0.0634 0.1193 -0.0643 1.0000
-0.1040 0.1803 -0.0819 -0.1693 0.1350 -0.0637 0.0587 -0.0296 -0.0974 0.0456 0.0919 0.0656 -
0.0411 0.0928 0.0047 0.0737 0.0770 -0.0236 -0.0259 -0.0503 -0.0391 1.0000
0.0134 0.0492 -0.0220 0.0446 0.0672 -0.0686 -0.0789 0.1312 -0.1009 0.0035 -0.0223 0.0681 -
0.1376 0.0085 -0.0148 0.1363 0.0423 -0.0187 -0.0659 -0.1624 -0.0051 0.0640 1.0000
-0.0723 0.0416 -0.0001 0.0152 -0.0528 -0.0061 0.0421 0.0707 0.1011 -0.0545 0.0134 0.0270 -
0.0765 -0.0729 -0.0291 -0.0745 -0.0740 -0.0517 0.0288 0.1520 -0.0574 -0.0439 -0.0112 1.00000.0944 0.0540 0.0711 -0.0236 -0.0331 -0.0196 -0.0435 -0.0215 -0.0307 -0.0205 -0.0402 -0.0910
0.0116 -0.0166 0.0726 -0.1120 -0.0722 0.0214 -0.1308 -0.1567 -0.0296 0.0278 -0.0665 -0.1137
1.0000
-0.0369 -0.0864 0.0324 -0.0432 0.0484 0.1146 0.0349 -0.0143 -0.0036 -0.0343 -0.0349 0.1355 -
0.0624 -0.0629 0.0292 -0.0714 -0.0406 0.1415 -0.0619 0.0365 0.0731 -0.0662 -0.0449 -0.1680
0.0870 1.0000
8/11/2019 Tugas Akhir Sem
21/345
0.1440 -0.0988 -0.0244 -0.0172 0.0281 -0.0097 0.0806 0.0239 0.1194 -0.1429 -0.0487 -0.0461 -
0.0074 0.0058 -0.0554 -0.0667 -0.0572 0.0664 0.1271 0.0937 -0.1141 -0.1854 -0.0026 0.0427
0.0903 0.0132 1.0000
-0.0517 -0.0265 -0.1129 -0.0612 0.0798 0.1274 0.0239 0.0048 0.0880 -0.0307 -0.1090 -0.0014 -
0.0336 0.0932 0.1568 -0.0597 0.0938 -0.0194 0.0295 0.0717 -0.0835 -0.0339 -0.2128 -0.0134
0.0257 0.0318 0.0773 1.00000.0100 -0.0574 0.1077 0.0454 -0.0262 -0.1083 -0.0216 -0.0932 0.0108 -0.0443 -0.0954 -0.0767
-0.0160 -0.0193 0.0553 0.0143 -0.0473 -0.0693 0.0758 0.0062 0.0914 -0.1429 -0.0266 -0.0008
0.0328 0.0103 0.0750 0.0460 1.0000
Standard deviations:
4.0170 3.8303 3.8979 4.3472 4.2899 3.8430 3.8552 3.9802 3.8077 3.7509 3.8187 4.2868
3.7871 3.9243 3.6731 3.7522 4.1564 4.3379 4.0518 4.0899 4.0194 4.1671 4.2799 3.9165 3.9057
3.8558 4.2581 4.2394 3.8997
Sample size: 200
Latent variables: F1 F2 F3 F4 F5 F6
Relationships:
V1-V5=F1
V6-V10=F2
V11-V15=F3
V16-V20=F4
V21-V26=F5
V27-V29=F6
Set the covariance of F2 and F3 to zero
Set the covariance of F2 and F4 to zero
Let the errors of V11 and V12 covaryOptions:AD=OFF IT=OFF ME=ML
Path diagram
End of problem
Sample Size = 200
Covariance Matrix
V1 V2 V3 V4 V5 V6
-------- -------- -------- -------- -------- --------
V1 16.14
V2 -0.65 14.67
V3 -0.08 -0.07 15.19
V4 0.43 -0.36 -1.29 18.90
V5 -0.96 0.09 0.68 -1.09 18.40
8/11/2019 Tugas Akhir Sem
22/345
V6 3.28 -2.18 0.95 1.92 0.43 14.77
V7 0.47 0.42 -1.15 0.25 -0.24 0.26
V8 -0.19 -0.65 -0.96 -1.40 -0.15 0.17
V9 -0.24 -1.18 -0.44 -0.21 -1.26 -1.11
V10 0.66 1.69 -0.50 0.06 0.38 -1.36
V11 1.51 1.07 0.20 -1.84 0.18 -0.53V12 0.38 1.72 0.27 -0.47 1.22 -1.57
V13 -0.70 -0.40 -1.80 0.63 0.24 -0.82
V14 -0.04 -0.06 -1.24 0.33 0.81 -1.19
V15 -0.50 -0.93 -0.84 -0.58 1.32 2.08
V16 -2.30 1.12 -0.60 0.11 1.97 0.94
V17 -0.33 0.69 -0.14 1.66 1.52 -0.56
V18 -0.51 -1.21 -0.28 -1.39 1.41 0.53
V19 -0.92 -2.44 1.42 0.42 0.64 -0.31
V20 -0.93 1.14 -1.39 0.35 -0.33 0.44
V21 0.58 -1.66 -2.24 -0.40 -2.14 -0.78
V22 -1.74 2.88 -1.33 -3.07 2.41 -1.02
V23 0.23 0.81 -0.37 0.83 1.23 -1.13
V24 -1.14 0.62 0.00 0.26 -0.89 -0.09
V25 1.48 0.81 1.08 -0.40 -0.55 -0.29
V26 -0.57 -1.28 0.49 -0.72 0.80 1.70
V27 2.46 -1.61 -0.40 -0.32 0.51 -0.16
V28 -0.88 -0.43 -1.87 -1.13 1.45 2.08
V29 0.16 -0.86 1.64 0.77 -0.44 -1.62
Covariance Matrix
V7 V8 V9 V10 V11 V12
-------- -------- -------- -------- -------- --------
V7 14.86
V8 0.98 15.84
V9 -0.37 0.15 14.50
V10 -0.02 0.96 1.77 14.07
V11 0.76 -1.11 0.14 -0.45 14.58
V12 1.36 -2.43 -0.10 0.69 0.19 18.38
V13 2.08 0.64 -0.10 -0.59 -0.76 -2.29
V14 1.26 1.64 -0.69 -1.11 -0.84 0.18V15 0.02 -0.67 1.01 -0.56 -0.78 -1.54
V16 -0.32 0.86 0.10 0.26 0.87 -0.68
V17 0.75 -0.36 -0.08 0.04 0.31 1.20
V18 -1.55 -1.29 0.97 0.07 -0.80 1.73
V19 1.72 -2.39 1.14 -1.18 -0.21 -0.21
V20 0.42 0.35 1.65 -0.10 -0.70 0.05
V21 2.05 0.50 -1.24 1.70 -0.57 -1.95
8/11/2019 Tugas Akhir Sem
23/345
V22 0.94 -0.49 -1.55 0.71 1.46 1.17
V23 -1.30 2.23 -1.64 0.06 -0.36 1.25
V24 0.64 1.10 1.51 -0.80 0.20 0.45
V25 -0.65 -0.33 -0.46 -0.30 -0.60 -1.52
V26 0.52 -0.22 -0.05 -0.50 -0.51 2.24
V27 1.32 0.41 1.94 -2.28 -0.79 -0.84V28 0.39 0.08 1.42 -0.49 -1.76 -0.03
V29 -0.32 -1.45 0.16 -0.65 -1.42 -1.28
Covariance Matrix
V13 V14 V15 V16 V17 V18
-------- -------- -------- -------- -------- --------
V13 14.34
V14 -1.50 15.40
V15 -0.91 -0.33 13.49
V16 -1.21 1.57 0.12 14.08
V17 0.00 0.86 -1.11 0.64 17.28
V18 -0.35 -1.59 -0.09 1.82 -1.01 18.82
V19 -0.73 -1.40 -1.16 1.32 -0.65 1.24
V20 0.31 -0.44 -2.24 1.82 -0.76 0.77
V21 0.87 -0.68 -0.63 -0.87 -0.84 1.11
V22 -0.65 1.52 0.07 1.15 1.33 -0.43
V23 -2.23 0.14 -0.23 2.19 0.75 -0.35
V24 -1.13 -1.12 -0.42 -1.09 -1.20 -0.88
V25 0.17 -0.25 1.04 -1.64 -1.17 0.36
V26 -0.91 -0.95 0.41 -1.03 -0.65 2.37V27 -0.12 0.10 -0.87 -1.07 -1.01 1.23
V28 -0.54 1.55 2.44 -0.95 1.65 -0.36
V29 -0.24 -0.30 0.79 0.21 -0.77 -1.17
Covariance Matrix
V19 V20 V21 V22 V23 V24
-------- -------- -------- -------- -------- --------
V19 16.42
V20 2.00 16.73V21 1.94 -1.06 16.16
V22 -0.44 -0.86 -0.65 17.36
V23 -1.14 -2.84 -0.09 1.14 18.32
V24 0.46 2.43 -0.90 -0.72 -0.19 15.34
V25 -2.07 -2.50 -0.46 0.45 -1.11 -1.74
V26 -0.97 0.58 1.13 -1.06 -0.74 -2.54
V27 2.19 1.63 -1.95 -3.29 -0.05 0.71
8/11/2019 Tugas Akhir Sem
24/345
V28 0.51 1.24 -1.42 -0.60 -3.86 -0.22
V29 1.20 0.10 1.43 -2.32 -0.44 -0.01
Covariance Matrix
V25 V26 V27 V28 V29-------- -------- -------- -------- --------
V25 15.25
V26 1.31 14.87
V27 1.50 0.22 18.13
V28 0.43 0.52 1.40 17.97
V29 0.50 0.15 1.25 0.76 15.21
Number of Iterations = 0
LISREL Estimates (Maximum Likelihood)
Measurement Equations
V1 = 3.62*F1, Errorvar.= 3.07 , R = 0.81
(0.34) (1.89)
10.67 1.62
V2 = 0.59*F1, Errorvar.= 14.32, R = 0.024
(0.30) (1.44)
2.01 9.93
V3 = 1.52*F1, Errorvar.= 12.89, R = 0.15
(0.30) (1.36)
5.07 9.50
V4 = 1.97*F1, Errorvar.= 15.02, R = 0.21(0.33) (1.63)
5.91 9.19
V5 = - 2.48*F1, Errorvar.= 12.28, R = 0.33
(0.33) (1.53)
-7.43 8.01
8/11/2019 Tugas Akhir Sem
25/345
V6 = 3.46*F2, Errorvar.= 2.81 , R = 0.81
(2.14) (14.72)
1.62 0.19
V7 = - 0.58*F2, Errorvar.= 14.52, R = 0.023
(0.46) (1.52)-1.27 9.56
V8 = - 0.026*F2, Errorvar.= 15.84, R = 0.00
(0.31) (1.59)
-0.084 9.97
V9 = 0.44*F2, Errorvar.= 14.30, R = 0.014
(0.40) (1.46)
1.12 9.82
V10 = - 0.63*F2, Errorvar.= 13.67, R = 0.028
(0.48) (1.46)
-1.32 9.38
V11 = 3.44*F3, Errorvar.= 2.77 , R = 0.81
(1.71) (11.67)
2.01 0.24
V12 = 2.10*F3, Errorvar.= 13.98, R = 0.24
(1.25) (5.28)
1.68 2.65
V13 = 1.25*F3, Errorvar.= 12.78, R = 0.11
(0.66) (1.99)
1.89 6.44
V14 = 0.58*F3, Errorvar.= 15.06, R = 0.022
(0.39) (1.54)
1.48 9.75
V15 = 0.12*F3, Errorvar.= 13.48, R = 0.0011(0.26) (1.35)
0.47 9.97
V16 = 3.38*F4, Errorvar.= 2.68 , R = 0.81
(5.30) (35.77)
0.64 0.075
8/11/2019 Tugas Akhir Sem
26/345
V17 = 0.31*F4, Errorvar.= 17.18, R = 0.0055
(0.58) (1.75)
0.53 9.82
V18 = - 0.24*F4, Errorvar.= 18.76, R = 0.0029
(0.50) (1.89)-0.47 9.93
V19 = 0.37*F4, Errorvar.= 16.28, R = 0.0083
(0.65) (1.69)
0.57 9.64
V20 = 0.074*F4, Errorvar.= 16.72, R = 0.00033
(0.34) (1.68)
0.22 9.97
V21 = 3.62*F5, Errorvar.= 3.07 , R = 0.81
(2.65) (19.11)
1.36 0.16
V22 = - 0.36*F5, Errorvar.= 17.23, R = 0.0077
(0.42) (1.74)
-0.88 9.90
V23 = - 0.017*F5, Errorvar.= 18.32, R = 0.00
(0.34) (1.84)
-0.051 9.97
V24 = - 0.82*F5, Errorvar.= 14.67, R = 0.044
(0.66) (1.77)
-1.24 8.30
V25 = 0.012*F5, Errorvar.= 15.25, R = 0.00
(0.31) (1.53)
0.040 9.97
V26 = - 0.20*F5, Errorvar.= 14.83, R = 0.0027(0.33) (1.49)
-0.60 9.96
V27 = 3.83*F6, Errorvar.= 3.44 , R = 0.81
(2.07) (15.76)
1.85 0.22
8/11/2019 Tugas Akhir Sem
27/345
V28 = 0.81*F6, Errorvar.= 17.31, R = 0.037
(0.53) (1.88)
1.52 9.22
V29 = 0.88*F6, Errorvar.= 14.44, R = 0.051
(0.55) (1.67)1.60 8.64
Error Covariance for V12 and V11 = -7.02
(7.21)
-0.97
Correlation Matrix of Independent Variables
F1 F2 F3 F4 F5 F6
-------- -------- -------- -------- -------- --------
F1 1.00
F2 0.15 1.00
(0.12)
1.22
F3 -0.01 - - 1.00
(0.08)
-0.10
F4 -0.15 - - 0.02 1.00
(0.25) (0.08)
-0.60 0.19
F5 0.05 -0.11 -0.09 -0.05 1.00
(0.09) (0.13) (0.11) (0.12)
0.51 -0.82 -0.82 -0.41
F6 0.04 0.03 -0.10 -0.07 -0.10 1.00(0.09) (0.09) (0.10) (0.15) (0.13)
0.43 0.31 -0.96 -0.49 -0.83
Goodness of Fit Statistics
8/11/2019 Tugas Akhir Sem
28/345
8/11/2019 Tugas Akhir Sem
29/345
V1 F2 10.8 1.10
V1 F3 11.4 0.96
V1 F6 13.4 1.18
V6 F1 37.2 6.79
V6 F5 17.2 4.51
V6 F6 9.4 -2.99V16 F1 16.6 -6.95
V16 F3 8.8 5.35
V22 F6 8.7 -0.98
V27 F1 20.7 4.57
V27 F3 9.8 3.17
The Modification Indices Suggest to Add an Error Covariance
Between and Decrease in Chi-Square New Estimate
V2 V1 8.4 -3.27
V3 V1 85.6 -13.52
V4 V1 225.6 -28.52
V5 V1 1300.3 97.84
V5 V4 9.4 -4.02
V6 V1 9.7 3.36
V7 V6 135.4 57.26
V9 V6 99.8 -39.67
V10 V6 14.9 20.63
V11 V1 12.0 3.26
V11 V4 8.4 -2.94
V13 V11 750.5 -109.21
V13 V12 143.5 -29.66V14 V11 32.8 -12.27
V18 V16 139.7 70.65
V20 V16 38.9 30.49
V21 V6 8.3 9.07
V24 V21 419.0 241.10
V26 V21 21.6 16.48
V27 V1 16.5 4.62
V28 V23 9.2 -3.85
V28 V27 102.2 -71.31
V29 V27 230.3 -128.36
Interpretasi Output!!!!!
Respesifikasi Model 2, dengan menambahkan sintax dibawah ini
Let the errors of V1 and V5 covary
8/11/2019 Tugas Akhir Sem
30/345
Sehingga diperoleh output sebagai berikut
8/11/2019 Tugas Akhir Sem
31/345
8/11/2019 Tugas Akhir Sem
32/345
The following lines were read from file D:\Alvi erin\benar.spj:
8/11/2019 Tugas Akhir Sem
33/345
Observed variables: V1 V2 V3 V4 V5 V6 V7 V8 V9 V10 V11 V12 V13 V14 V15 V16 V17 V18 V19
V20 V21 V22 V23 V24 V25 V26 V27 V28 V29
Correlation matrix:
1.0000
-0.0425 1.0000
-0.0049 -0.0050 1.00000.0249 -0.0217 -0.0764 1.0000
-0.0559 0.0055 0.0407 -0.0587 1.0000
0.2122 -0.1479 0.0633 0.1151 0.0263 1.0000
0.0303 0.0286 -0.0762 0.0147 -0.0148 0.0175 1.0000
-0.0116 -0.0426 -0.0620 -0.0811 -0.0087 0.0113 0.0638 1.0000
-0.0158 -0.0810 -0.0296 -0.0126 -0.0769 -0.0759 -0.0253 0.0098 1.0000
0.0439 0.1177 -0.0339 0.0036 0.0237 -0.0943 -0.0012 0.0640 0.1238 1.0000
0.0987 0.0734 0.0135 -0.1110 0.0112 -0.0360 0.0515 -0.0732 0.0098 -0.0316 1.0000
0.0222 0.1045 0.0161 -0.0254 0.0662 -0.0950 0.0825 -0.1425 -0.0059 0.0428 0.0115 1.0000
-0.0459 -0.0279 -0.1220 0.0383 0.0150 -0.0564 0.1423 0.0427 -0.0068 -0.0414 -0.0528 -0.1412
1.0000
-0.0027 -0.0043 -0.0808 0.0195 0.0483 -0.0789 0.0830 0.1053 -0.0459 -0.0755 -0.0559 0.0106 -
0.1006 1.0000
-0.0342 -0.0660 -0.0589 -0.0362 0.0840 0.1471 0.0013 -0.0460 0.0723 -0.0406 -0.0555 -0.0980
-0.0654 -0.0228 1.0000
-0.1528 0.0781 -0.0413 0.0065 0.1225 0.0654 -0.0223 0.0574 0.0073 0.0185 0.0604 -0.0423 -
0.0854 0.1067 0.0084 1.0000
-0.0199 0.0435 -0.0085 0.0918 0.0855 -0.0351 0.0467 -0.0219 -0.0049 0.0028 0.0198 0.0676
0.0003 0.0525 -0.0724 0.0412 1.0000
-0.0291 -0.0730 -0.0166 -0.0738 0.0760 0.0317 -0.0924 -0.0749 0.0585 0.0040 -0.0480 0.0933 -
0.0212 -0.0935 -0.0055 0.1117 -0.0558 1.0000-0.0563 -0.1569 0.0901 0.0240 0.0371 -0.0200 0.1101 -0.1480 0.0741 -0.0778 -0.0133 -0.0120 -
0.0478 -0.0878 -0.0782 0.0866 -0.0388 0.0705 1.0000
-0.0568 0.0726 -0.0870 0.0197 -0.0186 0.0277 0.0267 0.0216 0.1057 -0.0068 -0.0449 0.0030
0.0202 -0.0273 -0.1492 0.1187 -0.0449 0.0432 0.1207 1.0000
0.0357 -0.1076 -0.1432 -0.0228 -0.1241 -0.0506 0.1324 0.0311 -0.0807 0.1129 -0.0373 -0.1132
0.0571 -0.0428 -0.0430 -0.0576 -0.0500 0.0634 0.1193 -0.0643 1.0000
-0.1040 0.1803 -0.0819 -0.1693 0.1350 -0.0637 0.0587 -0.0296 -0.0974 0.0456 0.0919 0.0656 -
0.0411 0.0928 0.0047 0.0737 0.0770 -0.0236 -0.0259 -0.0503 -0.0391 1.0000
0.0134 0.0492 -0.0220 0.0446 0.0672 -0.0686 -0.0789 0.1312 -0.1009 0.0035 -0.0223 0.0681 -
0.1376 0.0085 -0.0148 0.1363 0.0423 -0.0187 -0.0659 -0.1624 -0.0051 0.0640 1.0000-0.0723 0.0416 -0.0001 0.0152 -0.0528 -0.0061 0.0421 0.0707 0.1011 -0.0545 0.0134 0.0270 -
0.0765 -0.0729 -0.0291 -0.0745 -0.0740 -0.0517 0.0288 0.1520 -0.0574 -0.0439 -0.0112 1.0000
0.0944 0.0540 0.0711 -0.0236 -0.0331 -0.0196 -0.0435 -0.0215 -0.0307 -0.0205 -0.0402 -0.0910
0.0116 -0.0166 0.0726 -0.1120 -0.0722 0.0214 -0.1308 -0.1567 -0.0296 0.0278 -0.0665 -0.1137
1.0000
8/11/2019 Tugas Akhir Sem
34/345
-0.0369 -0.0864 0.0324 -0.0432 0.0484 0.1146 0.0349 -0.0143 -0.0036 -0.0343 -0.0349 0.1355 -
0.0624 -0.0629 0.0292 -0.0714 -0.0406 0.1415 -0.0619 0.0365 0.0731 -0.0662 -0.0449 -0.1680
0.0870 1.0000
0.1440 -0.0988 -0.0244 -0.0172 0.0281 -0.0097 0.0806 0.0239 0.1194 -0.1429 -0.0487 -0.0461 -
0.0074 0.0058 -0.0554 -0.0667 -0.0572 0.0664 0.1271 0.0937 -0.1141 -0.1854 -0.0026 0.0427
0.0903 0.0132 1.0000-0.0517 -0.0265 -0.1129 -0.0612 0.0798 0.1274 0.0239 0.0048 0.0880 -0.0307 -0.1090 -0.0014 -
0.0336 0.0932 0.1568 -0.0597 0.0938 -0.0194 0.0295 0.0717 -0.0835 -0.0339 -0.2128 -0.0134
0.0257 0.0318 0.0773 1.0000
0.0100 -0.0574 0.1077 0.0454 -0.0262 -0.1083 -0.0216 -0.0932 0.0108 -0.0443 -0.0954 -0.0767
-0.0160 -0.0193 0.0553 0.0143 -0.0473 -0.0693 0.0758 0.0062 0.0914 -0.1429 -0.0266 -0.0008
0.0328 0.0103 0.0750 0.0460 1.0000
Standard deviations:
4.0170 3.8303 3.8979 4.3472 4.2899 3.8430 3.8552 3.9802 3.8077 3.7509 3.8187 4.2868
3.7871 3.9243 3.6731 3.7522 4.1564 4.3379 4.0518 4.0899 4.0194 4.1671 4.2799 3.9165 3.9057
3.8558 4.2581 4.2394 3.8997
Sample size: 200
Latent variables: F1 F2 F3 F4 F5 F6
Relationships:
V1-V5=F1
V6-V10=F2
V11-V15=F3
V16-V20=F4
V21-V26=F5
V27-V29=F6Set the covariance of F2 and F3 to zero
Set the covariance of F2 and F4 to zero
Let the errors of V11 and V12 covary
Let the errors of V1 and V5 covary
Options:AD=OFF IT=OFF ME=ML
Path diagram
End of problem
Sample Size = 200
Covariance Matrix
V1 V2 V3 V4 V5 V6
-------- -------- -------- -------- -------- --------
V1 16.14
8/11/2019 Tugas Akhir Sem
35/345
V2 -0.65 14.67
V3 -0.08 -0.07 15.19
V4 0.43 -0.36 -1.29 18.90
V5 -0.96 0.09 0.68 -1.09 18.40
V6 3.28 -2.18 0.95 1.92 0.43 14.77
V7 0.47 0.42 -1.15 0.25 -0.24 0.26V8 -0.19 -0.65 -0.96 -1.40 -0.15 0.17
V9 -0.24 -1.18 -0.44 -0.21 -1.26 -1.11
V10 0.66 1.69 -0.50 0.06 0.38 -1.36
V11 1.51 1.07 0.20 -1.84 0.18 -0.53
V12 0.38 1.72 0.27 -0.47 1.22 -1.57
V13 -0.70 -0.40 -1.80 0.63 0.24 -0.82
V14 -0.04 -0.06 -1.24 0.33 0.81 -1.19
V15 -0.50 -0.93 -0.84 -0.58 1.32 2.08
V16 -2.30 1.12 -0.60 0.11 1.97 0.94
V17 -0.33 0.69 -0.14 1.66 1.52 -0.56
V18 -0.51 -1.21 -0.28 -1.39 1.41 0.53
V19 -0.92 -2.44 1.42 0.42 0.64 -0.31
V20 -0.93 1.14 -1.39 0.35 -0.33 0.44
V21 0.58 -1.66 -2.24 -0.40 -2.14 -0.78
V22 -1.74 2.88 -1.33 -3.07 2.41 -1.02
V23 0.23 0.81 -0.37 0.83 1.23 -1.13
V24 -1.14 0.62 0.00 0.26 -0.89 -0.09
V25 1.48 0.81 1.08 -0.40 -0.55 -0.29
V26 -0.57 -1.28 0.49 -0.72 0.80 1.70
V27 2.46 -1.61 -0.40 -0.32 0.51 -0.16
V28 -0.88 -0.43 -1.87 -1.13 1.45 2.08V29 0.16 -0.86 1.64 0.77 -0.44 -1.62
Covariance Matrix
V7 V8 V9 V10 V11 V12
-------- -------- -------- -------- -------- --------
V7 14.86
V8 0.98 15.84
V9 -0.37 0.15 14.50
V10 -0.02 0.96 1.77 14.07V11 0.76 -1.11 0.14 -0.45 14.58
V12 1.36 -2.43 -0.10 0.69 0.19 18.38
V13 2.08 0.64 -0.10 -0.59 -0.76 -2.29
V14 1.26 1.64 -0.69 -1.11 -0.84 0.18
V15 0.02 -0.67 1.01 -0.56 -0.78 -1.54
V16 -0.32 0.86 0.10 0.26 0.87 -0.68
V17 0.75 -0.36 -0.08 0.04 0.31 1.20
8/11/2019 Tugas Akhir Sem
36/345
V18 -1.55 -1.29 0.97 0.07 -0.80 1.73
V19 1.72 -2.39 1.14 -1.18 -0.21 -0.21
V20 0.42 0.35 1.65 -0.10 -0.70 0.05
V21 2.05 0.50 -1.24 1.70 -0.57 -1.95
V22 0.94 -0.49 -1.55 0.71 1.46 1.17
V23 -1.30 2.23 -1.64 0.06 -0.36 1.25V24 0.64 1.10 1.51 -0.80 0.20 0.45
V25 -0.65 -0.33 -0.46 -0.30 -0.60 -1.52
V26 0.52 -0.22 -0.05 -0.50 -0.51 2.24
V27 1.32 0.41 1.94 -2.28 -0.79 -0.84
V28 0.39 0.08 1.42 -0.49 -1.76 -0.03
V29 -0.32 -1.45 0.16 -0.65 -1.42 -1.28
Covariance Matrix
V13 V14 V15 V16 V17 V18
-------- -------- -------- -------- -------- --------
V13 14.34
V14 -1.50 15.40
V15 -0.91 -0.33 13.49
V16 -1.21 1.57 0.12 14.08
V17 0.00 0.86 -1.11 0.64 17.28
V18 -0.35 -1.59 -0.09 1.82 -1.01 18.82
V19 -0.73 -1.40 -1.16 1.32 -0.65 1.24
V20 0.31 -0.44 -2.24 1.82 -0.76 0.77
V21 0.87 -0.68 -0.63 -0.87 -0.84 1.11
V22 -0.65 1.52 0.07 1.15 1.33 -0.43V23 -2.23 0.14 -0.23 2.19 0.75 -0.35
V24 -1.13 -1.12 -0.42 -1.09 -1.20 -0.88
V25 0.17 -0.25 1.04 -1.64 -1.17 0.36
V26 -0.91 -0.95 0.41 -1.03 -0.65 2.37
V27 -0.12 0.10 -0.87 -1.07 -1.01 1.23
V28 -0.54 1.55 2.44 -0.95 1.65 -0.36
V29 -0.24 -0.30 0.79 0.21 -0.77 -1.17
Covariance Matrix
V19 V20 V21 V22 V23 V24
-------- -------- -------- -------- -------- --------
V19 16.42
V20 2.00 16.73
V21 1.94 -1.06 16.16
V22 -0.44 -0.86 -0.65 17.36
V23 -1.14 -2.84 -0.09 1.14 18.32
8/11/2019 Tugas Akhir Sem
37/345
V24 0.46 2.43 -0.90 -0.72 -0.19 15.34
V25 -2.07 -2.50 -0.46 0.45 -1.11 -1.74
V26 -0.97 0.58 1.13 -1.06 -0.74 -2.54
V27 2.19 1.63 -1.95 -3.29 -0.05 0.71
V28 0.51 1.24 -1.42 -0.60 -3.86 -0.22
V29 1.20 0.10 1.43 -2.32 -0.44 -0.01
Covariance Matrix
V25 V26 V27 V28 V29
-------- -------- -------- -------- --------
V25 15.25
V26 1.31 14.87
V27 1.50 0.22 18.13
V28 0.43 0.52 1.40 17.97
V29 0.50 0.15 1.25 0.76 15.21
Number of Iterations = 0
LISREL Estimates (Maximum Likelihood)
Measurement Equations
V1 = 3.62*F1, Errorvar.= 3.07 , R = 0.81
(0.54) (3.61)
6.64 0.85
V2 = 0.59*F1, Errorvar.= 14.32, R = 0.024
(0.27) (1.44)
2.19 9.97
V3 = 1.52*F1, Errorvar.= 12.89, R = 0.15(0.33) (1.41)
4.67 9.13
V4 = 1.97*F1, Errorvar.= 15.02, R = 0.21
(0.38) (1.79)
5.16 8.40
8/11/2019 Tugas Akhir Sem
38/345
V5 = - 2.48*F1, Errorvar.= 12.28, R = 0.33
(0.55) (2.65)
-4.51 4.63
V6 = 3.46*F2, Errorvar.= 2.81 , R = 0.81
(2.02) (13.90)1.71 0.20
V7 = - 0.58*F2, Errorvar.= 14.52, R = 0.023
(0.44) (1.51)
-1.31 9.60
V8 = - 0.026*F2, Errorvar.= 15.84, R = 0.00
(0.31) (1.59)
-0.084 9.97
V9 = 0.44*F2, Errorvar.= 14.30, R = 0.014
(0.39) (1.45)
1.15 9.83
V10 = - 0.63*F2, Errorvar.= 13.67, R = 0.028
(0.46) (1.45)
-1.37 9.43
V11 = 3.44*F3, Errorvar.= 2.77 , R = 0.81
(1.71) (11.67)
2.01 0.24
V12 = 2.10*F3, Errorvar.= 13.98, R = 0.24
(1.25) (5.28)
1.68 2.65
V13 = 1.25*F3, Errorvar.= 12.78, R = 0.11
(0.66) (1.99)
1.89 6.44
V14 = 0.58*F3, Errorvar.= 15.06, R = 0.022(0.39) (1.54)
1.48 9.75
V15 = 0.12*F3, Errorvar.= 13.48, R = 0.0011
(0.26) (1.35)
0.47 9.97
8/11/2019 Tugas Akhir Sem
39/345
V16 = 3.38*F4, Errorvar.= 2.68 , R = 0.81
(4.87) (32.83)
0.69 0.081
V17 = 0.31*F4, Errorvar.= 17.18, R = 0.0055
(0.54) (1.75)0.57 9.84
V18 = - 0.24*F4, Errorvar.= 18.76, R = 0.0029
(0.48) (1.89)
-0.49 9.93
V19 = 0.37*F4, Errorvar.= 16.28, R = 0.0083
(0.61) (1.68)
0.60 9.69
V20 = 0.074*F4, Errorvar.= 16.72, R = 0.00033
(0.34) (1.68)
0.22 9.97
V21 = 3.62*F5, Errorvar.= 3.07 , R = 0.81
(2.62) (18.91)
1.38 0.16
V22 = - 0.36*F5, Errorvar.= 17.23, R = 0.0077
(0.41) (1.74)
-0.88 9.90
V23 = - 0.017*F5, Errorvar.= 18.32, R = 0.00
(0.34) (1.84)
-0.051 9.97
V24 = - 0.82*F5, Errorvar.= 14.67, R = 0.044
(0.65) (1.76)
-1.25 8.32
V25 = 0.012*F5, Errorvar.= 15.25, R = 0.00(0.31) (1.53)
0.040 9.97
V26 = - 0.20*F5, Errorvar.= 14.83, R = 0.0027
(0.33) (1.49)
-0.60 9.96
8/11/2019 Tugas Akhir Sem
40/345
V27 = 3.83*F6, Errorvar.= 3.44 , R = 0.81
(2.06) (15.72)
1.86 0.22
V28 = 0.81*F6, Errorvar.= 17.31, R = 0.037
(0.53) (1.88)1.52 9.22
V29 = 0.88*F6, Errorvar.= 14.44, R = 0.051
(0.55) (1.67)
1.61 8.65
Error Covariance for V5 and V1 = 7.99
(2.49)
3.21
Error Covariance for V12 and V11 = -7.02
(7.21)
-0.97
Correlation Matrix of Independent Variables
F1 F2 F3 F4 F5 F6
-------- -------- -------- -------- -------- --------
F1 1.00
F2 0.15 1.00
(0.11)
1.32
F3 -0.01 - - 1.00
(0.07)
-0.11
F4 -0.15 - - 0.02 1.00(0.22) (0.08)
-0.66 0.19
F5 0.05 -0.11 -0.09 -0.05 1.00
(0.08) (0.13) (0.11) (0.12)
0.57 -0.83 -0.82 -0.42
8/11/2019 Tugas Akhir Sem
41/345
8/11/2019 Tugas Akhir Sem
42/345
Root Mean Square Residual (RMR) = 1.30
Standardized RMR = 0.080
Goodness of Fit Index (GFI) = 0.83
Adjusted Goodness of Fit Index (AGFI) = 0.80
Parsimony Goodness of Fit Index (PGFI) = 0.69
The Modification Indices Suggest to Add the
Path to from Decrease in Chi-Square New Estimate
V1 F3 10.8 1.17
V1 F6 12.1 1.41
V3 F5 8.1 -0.80
V6 F5 12.7 3.84
V6 F6 9.9 -3.06
V11 F1 10.3 1.40
V16 F1 12.3 -5.91
V16 F3 9.8 5.64
V21 F1 9.1 3.25
V22 F6 8.7 -0.99
V27 F1 21.5 4.09
V27 F3 9.7 3.15
The Modification Indices Suggest to Add an Error Covariance
Between and Decrease in Chi-Square New Estimate
V2 V1 19.4 -6.34
V3 V1 328.5 -37.27
V4 V1 646.0 -67.00
V4 V3 15.2 6.08V5 V3 73.8 13.28
V5 V4 89.2 18.25
V7 V6 118.2 50.50
V9 V6 96.8 -37.27
V10 V6 13.3 18.31
V11 V1 13.4 4.07
V11 V4 9.3 -2.98
V13 V11 750.5 -109.21
V13 V12 143.5 -29.66
V14 V11 32.8 -12.27V17 V16 8.2 -17.59
V18 V16 116.4 59.97
V20 V16 34.9 27.09
V24 V21 403.7 233.85
V26 V21 21.9 16.50
V27 V1 15.3 5.46
V28 V23 9.2 -3.85
8/11/2019 Tugas Akhir Sem
43/345
V28 V27 100.3 -70.38
V29 V27 228.2 -127.23
Time used: 0.203 Seconds
Interpretasi Output!!!!!
Respesifikasi Model 3, dengan menambahkan sintax dibawah ini
Let the errors of V11 and V13 covary
Sehingga diperoleh output sebagai berikut
8/11/2019 Tugas Akhir Sem
44/345
The following lines were read from file D:\Alvi erin\benar.spj:
8/11/2019 Tugas Akhir Sem
45/345
Observed variables: V1 V2 V3 V4 V5 V6 V7 V8 V9 V10 V11 V12 V13 V14 V15 V16 V17 V18 V19
V20 V21 V22 V23 V24 V25 V26 V27 V28 V29
Correlation matrix:
1.0000
-0.0425 1.0000
-0.0049 -0.0050 1.00000.0249 -0.0217 -0.0764 1.0000
-0.0559 0.0055 0.0407 -0.0587 1.0000
0.2122 -0.1479 0.0633 0.1151 0.0263 1.0000
0.0303 0.0286 -0.0762 0.0147 -0.0148 0.0175 1.0000
-0.0116 -0.0426 -0.0620 -0.0811 -0.0087 0.0113 0.0638 1.0000
-0.0158 -0.0810 -0.0296 -0.0126 -0.0769 -0.0759 -0.0253 0.0098 1.0000
0.0439 0.1177 -0.0339 0.0036 0.0237 -0.0943 -0.0012 0.0640 0.1238 1.0000
0.0987 0.0734 0.0135 -0.1110 0.0112 -0.0360 0.0515 -0.0732 0.0098 -0.0316 1.0000
0.0222 0.1045 0.0161 -0.0254 0.0662 -0.0950 0.0825 -0.1425 -0.0059 0.0428 0.0115 1.0000
-0.0459 -0.0279 -0.1220 0.0383 0.0150 -0.0564 0.1423 0.0427 -0.0068 -0.0414 -0.0528 -0.1412
1.0000
-0.0027 -0.0043 -0.0808 0.0195 0.0483 -0.0789 0.0830 0.1053 -0.0459 -0.0755 -0.0559 0.0106 -
0.1006 1.0000
-0.0342 -0.0660 -0.0589 -0.0362 0.0840 0.1471 0.0013 -0.0460 0.0723 -0.0406 -0.0555 -0.0980
-0.0654 -0.0228 1.0000
-0.1528 0.0781 -0.0413 0.0065 0.1225 0.0654 -0.0223 0.0574 0.0073 0.0185 0.0604 -0.0423 -
0.0854 0.1067 0.0084 1.0000
-0.0199 0.0435 -0.0085 0.0918 0.0855 -0.0351 0.0467 -0.0219 -0.0049 0.0028 0.0198 0.0676
0.0003 0.0525 -0.0724 0.0412 1.0000
-0.0291 -0.0730 -0.0166 -0.0738 0.0760 0.0317 -0.0924 -0.0749 0.0585 0.0040 -0.0480 0.0933 -
0.0212 -0.0935 -0.0055 0.1117 -0.0558 1.0000-0.0563 -0.1569 0.0901 0.0240 0.0371 -0.0200 0.1101 -0.1480 0.0741 -0.0778 -0.0133 -0.0120 -
0.0478 -0.0878 -0.0782 0.0866 -0.0388 0.0705 1.0000
-0.0568 0.0726 -0.0870 0.0197 -0.0186 0.0277 0.0267 0.0216 0.1057 -0.0068 -0.0449 0.0030
0.0202 -0.0273 -0.1492 0.1187 -0.0449 0.0432 0.1207 1.0000
0.0357 -0.1076 -0.1432 -0.0228 -0.1241 -0.0506 0.1324 0.0311 -0.0807 0.1129 -0.0373 -0.1132
0.0571 -0.0428 -0.0430 -0.0576 -0.0500 0.0634 0.1193 -0.0643 1.0000
-0.1040 0.1803 -0.0819 -0.1693 0.1350 -0.0637 0.0587 -0.0296 -0.0974 0.0456 0.0919 0.0656 -
0.0411 0.0928 0.0047 0.0737 0.0770 -0.0236 -0.0259 -0.0503 -0.0391 1.0000
0.0134 0.0492 -0.0220 0.0446 0.0672 -0.0686 -0.0789 0.1312 -0.1009 0.0035 -0.0223 0.0681 -
0.1376 0.0085 -0.0148 0.1363 0.0423 -0.0187 -0.0659 -0.1624 -0.0051 0.0640 1.0000-0.0723 0.0416 -0.0001 0.0152 -0.0528 -0.0061 0.0421 0.0707 0.1011 -0.0545 0.0134 0.0270 -
0.0765 -0.0729 -0.0291 -0.0745 -0.0740 -0.0517 0.0288 0.1520 -0.0574 -0.0439 -0.0112 1.0000
0.0944 0.0540 0.0711 -0.0236 -0.0331 -0.0196 -0.0435 -0.0215 -0.0307 -0.0205 -0.0402 -0.0910
0.0116 -0.0166 0.0726 -0.1120 -0.0722 0.0214 -0.1308 -0.1567 -0.0296 0.0278 -0.0665 -0.1137
1.0000
8/11/2019 Tugas Akhir Sem
46/345
8/11/2019 Tugas Akhir Sem
47/345
V1 16.14
V2 -0.65 14.67
V3 -0.08 -0.07 15.19
V4 0.43 -0.36 -1.29 18.90
V5 -0.96 0.09 0.68 -1.09 18.40
V6 3.28 -2.18 0.95 1.92 0.43 14.77V7 0.47 0.42 -1.15 0.25 -0.24 0.26
V8 -0.19 -0.65 -0.96 -1.40 -0.15 0.17
V9 -0.24 -1.18 -0.44 -0.21 -1.26 -1.11
V10 0.66 1.69 -0.50 0.06 0.38 -1.36
V11 1.51 1.07 0.20 -1.84 0.18 -0.53
V12 0.38 1.72 0.27 -0.47 1.22 -1.57
V13 -0.70 -0.40 -1.80 0.63 0.24 -0.82
V14 -0.04 -0.06 -1.24 0.33 0.81 -1.19
V15 -0.50 -0.93 -0.84 -0.58 1.32 2.08
V16 -2.30 1.12 -0.60 0.11 1.97 0.94
V17 -0.33 0.69 -0.14 1.66 1.52 -0.56
V18 -0.51 -1.21 -0.28 -1.39 1.41 0.53
V19 -0.92 -2.44 1.42 0.42 0.64 -0.31
V20 -0.93 1.14 -1.39 0.35 -0.33 0.44
V21 0.58 -1.66 -2.24 -0.40 -2.14 -0.78
V22 -1.74 2.88 -1.33 -3.07 2.41 -1.02
V23 0.23 0.81 -0.37 0.83 1.23 -1.13
V24 -1.14 0.62 0.00 0.26 -0.89 -0.09
V25 1.48 0.81 1.08 -0.40 -0.55 -0.29
V26 -0.57 -1.28 0.49 -0.72 0.80 1.70
V27 2.46 -1.61 -0.40 -0.32 0.51 -0.16V28 -0.88 -0.43 -1.87 -1.13 1.45 2.08
V29 0.16 -0.86 1.64 0.77 -0.44 -1.62
Covariance Matrix
V7 V8 V9 V10 V11 V12
-------- -------- -------- -------- -------- --------
V7 14.86
V8 0.98 15.84
V9 -0.37 0.15 14.50V10 -0.02 0.96 1.77 14.07
V11 0.76 -1.11 0.14 -0.45 14.58
V12 1.36 -2.43 -0.10 0.69 0.19 18.38
V13 2.08 0.64 -0.10 -0.59 -0.76 -2.29
V14 1.26 1.64 -0.69 -1.11 -0.84 0.18
V15 0.02 -0.67 1.01 -0.56 -0.78 -1.54
V16 -0.32 0.86 0.10 0.26 0.87 -0.68
8/11/2019 Tugas Akhir Sem
48/345
V17 0.75 -0.36 -0.08 0.04 0.31 1.20
V18 -1.55 -1.29 0.97 0.07 -0.80 1.73
V19 1.72 -2.39 1.14 -1.18 -0.21 -0.21
V20 0.42 0.35 1.65 -0.10 -0.70 0.05
V21 2.05 0.50 -1.24 1.70 -0.57 -1.95
V22 0.94 -0.49 -1.55 0.71 1.46 1.17V23 -1.30 2.23 -1.64 0.06 -0.36 1.25
V24 0.64 1.10 1.51 -0.80 0.20 0.45
V25 -0.65 -0.33 -0.46 -0.30 -0.60 -1.52
V26 0.52 -0.22 -0.05 -0.50 -0.51 2.24
V27 1.32 0.41 1.94 -2.28 -0.79 -0.84
V28 0.39 0.08 1.42 -0.49 -1.76 -0.03
V29 -0.32 -1.45 0.16 -0.65 -1.42 -1.28
Covariance Matrix
V13 V14 V15 V16 V17 V18
-------- -------- -------- -------- -------- --------
V13 14.34
V14 -1.50 15.40
V15 -0.91 -0.33 13.49
V16 -1.21 1.57 0.12 14.08
V17 0.00 0.86 -1.11 0.64 17.28
V18 -0.35 -1.59 -0.09 1.82 -1.01 18.82
V19 -0.73 -1.40 -1.16 1.32 -0.65 1.24
V20 0.31 -0.44 -2.24 1.82 -0.76 0.77
V21 0.87 -0.68 -0.63 -0.87 -0.84 1.11V22 -0.65 1.52 0.07 1.15 1.33 -0.43
V23 -2.23 0.14 -0.23 2.19 0.75 -0.35
V24 -1.13 -1.12 -0.42 -1.09 -1.20 -0.88
V25 0.17 -0.25 1.04 -1.64 -1.17 0.36
V26 -0.91 -0.95 0.41 -1.03 -0.65 2.37
V27 -0.12 0.10 -0.87 -1.07 -1.01 1.23
V28 -0.54 1.55 2.44 -0.95 1.65 -0.36
V29 -0.24 -0.30 0.79 0.21 -0.77 -1.17
Covariance Matrix
V19 V20 V21 V22 V23 V24
-------- -------- -------- -------- -------- --------
V19 16.42
V20 2.00 16.73
V21 1.94 -1.06 16.16
V22 -0.44 -0.86 -0.65 17.36
8/11/2019 Tugas Akhir Sem
49/345
8/11/2019 Tugas Akhir Sem
50/345
V5 = - 2.48*F1, Errorvar.= 12.28, R = 0.33
(0.55) (2.65)
-4.51 4.63
V6 = 3.46*F2, Errorvar.= 2.81 , R = 0.81(2.02) (13.90)
1.71 0.20
V7 = - 0.58*F2, Errorvar.= 14.52, R = 0.023
(0.44) (1.51)
-1.31 9.60
V8 = - 0.026*F2, Errorvar.= 15.84, R = 0.00
(0.31) (1.59)
-0.084 9.97
V9 = 0.44*F2, Errorvar.= 14.30, R = 0.014
(0.39) (1.45)
1.15 9.83
V10 = - 0.63*F2, Errorvar.= 13.67, R = 0.028
(0.46) (1.45)
-1.37 9.43
V11 = 3.44*F3, Errorvar.= 2.77 , R = 0.81
(2.69) (18.39)1.28 0.15
V12 = 2.10*F3, Errorvar.= 13.98, R = 0.24
(1.32) (5.59)
1.58 2.50
V13 = 1.25*F3, Errorvar.= 12.78, R = 0.11
(0.82) (2.33)
1.53 5.49
V14 = 0.58*F3, Errorvar.= 15.06, R = 0.022
(0.44) (1.56)
1.34 9.65
V15 = 0.12*F3, Errorvar.= 13.48, R = 0.0011
(0.26) (1.35)
0.48 9.98
8/11/2019 Tugas Akhir Sem
51/345
V16 = 3.38*F4, Errorvar.= 2.68 , R = 0.81
(4.86) (32.83)
0.69 0.081
V17 = 0.31*F4, Errorvar.= 17.18, R = 0.0055(0.54) (1.75)
0.57 9.84
V18 = - 0.24*F4, Errorvar.= 18.76, R = 0.0029
(0.48) (1.89)
-0.49 9.93
V19 = 0.37*F4, Errorvar.= 16.28, R = 0.0083
(0.61) (1.68)
0.60 9.69
V20 = 0.074*F4, Errorvar.= 16.72, R = 0.00033
(0.34) (1.68)
0.22 9.97
V21 = 3.62*F5, Errorvar.= 3.07 , R = 0.81
(2.60) (18.72)
1.39 0.16
V22 = - 0.36*F5, Errorvar.= 17.23, R = 0.0077
(0.41) (1.74)-0.89 9.90
V23 = - 0.017*F5, Errorvar.= 18.32, R = 0.00
(0.34) (1.84)
-0.051 9.97
V24 = - 0.82*F5, Errorvar.= 14.67, R = 0.044
(0.65) (1.76)
-1.26 8.35
V25 = 0.012*F5, Errorvar.= 15.25, R = 0.00
(0.31) (1.53)
0.040 9.97
V26 = - 0.20*F5, Errorvar.= 14.83, R = 0.0027
(0.33) (1.49)
-0.60 9.96
8/11/2019 Tugas Akhir Sem
52/345
V27 = 3.83*F6, Errorvar.= 3.44 , R = 0.81
(2.04) (15.55)
1.88 0.22
V28 = 0.81*F6, Errorvar.= 17.31, R = 0.037(0.53) (1.88)
1.53 9.23
V29 = 0.88*F6, Errorvar.= 14.44, R = 0.051
(0.54) (1.66)
1.62 8.67
Error Covariance for V5 and V1 = 7.99
(2.49)
3.21
Error Covariance for V12 and V11 = -7.02
(8.46)
-0.83
Error Covariance for V13 and V11 = -5.06
(3.96)
-1.28
Correlation Matrix of Independent Variables
F1 F2 F3 F4 F5 F6
-------- -------- -------- -------- -------- --------
F1 1.00
F2 0.15 1.00
(0.11)
1.32
F3 -0.01 - - 1.00
(0.06)
-0.12
F4 -0.15 - - 0.02 1.00
(0.22) (0.08)
-0.66 0.20
8/11/2019 Tugas Akhir Sem
53/345
F5 0.05 -0.11 -0.09 -0.05 1.00
(0.08) (0.13) (0.11) (0.12)
0.57 -0.84 -0.81 -0.42
F6 0.04 0.03 -0.10 -0.07 -0.10 1.00(0.08) (0.09) (0.11) (0.14) (0.12)
0.48 0.31 -0.93 -0.51 -0.84
Goodness of Fit Statistics
Degrees of Freedom = 361
Minimum Fit Function Chi-Square = 576.47 (P = 0.00)
Normal Theory Weighted Least Squares Chi-Square = 601.88 (P = 0.00)
Estimated Non-centrality Parameter (NCP) = 240.88
90 Percent Confidence Interval for NCP = (177.26 ; 312.39)
Minimum Fit Function Value = 2.90
Population Discrepancy Function Value (F0) = 1.21
90 Percent Confidence Interval for F0 = (0.89 ; 1.57)
Root Mean Square Error of Approximation (RMSEA) = 0.058
90 Percent Confidence Interval for RMSEA = (0.050 ; 0.066)
P-Value for Test of Close Fit (RMSEA < 0.05) = 0.057
Expected Cross-Validation Index (ECVI) = 3.7790 Percent Confidence Interval for ECVI = (3.45 ; 4.13)
ECVI for Saturated Model = 4.37
ECVI for Independence Model = 2.54
Chi-Square for Independence Model with 406 Degrees of Freedom = 447.23
Independence AIC = 505.23
Model AIC = 749.88
Saturated AIC = 870.00
Independence CAIC = 629.88
Model CAIC = 1067.95Saturated CAIC = 2739.77
Normed Fit Index (NFI) = -0.29
Non-Normed Fit Index (NNFI) = -4.88
Parsimony Normed Fit Index (PNFI) = -0.26
Comparative Fit Index (CFI) = 0.0
Incremental Fit Index (IFI) = -1.50
8/11/2019 Tugas Akhir Sem
54/345
Relative Fit Index (RFI) = -0.45
Critical N (CN) = 148.21
Root Mean Square Residual (RMR) = 1.27Standardized RMR = 0.079
Goodness of Fit Index (GFI) = 0.84
Adjusted Goodness of Fit Index (AGFI) = 0.81
Parsimony Goodness of Fit Index (PGFI) = 0.70
The Modification Indices Suggest to Add the
Path to from Decrease in Chi-Square New Estimate
V1 F3 9.1 1.03
V1 F6 12.1 1.41
V3 F5 8.0 -0.80
V6 F5 12.7 3.81
V6 F6 9.8 -3.02
V11 F1 8.1 1.36
V16 F1 12.3 -5.90
V21 F1 8.8 3.19
V22 F6 8.7 -0.98
V27 F1 21.1 4.05
V27 F3 10.4 3.16
The Modification Indices Suggest to Add an Error Covariance
Between and Decrease in Chi-Square New EstimateV2 V1 19.4 -6.34
V3 V1 328.5 -37.26
V4 V1 646.1 -67.00
V4 V3 15.2 6.08
V5 V3 73.8 13.28
V5 V4 89.2 18.25
V7 V6 118.5 50.56
V9 V6 96.8 -37.27
V10 V6 13.2 18.27
V11 V1 11.2 3.93V13 V12 1415.1 -366.28
V14 V11 77.6 -26.91
V14 V13 9.1 -4.64
V17 V16 8.2 -17.58
V18 V16 116.5 59.99
V20 V16 34.9 27.07
V24 V21 383.6 225.22
8/11/2019 Tugas Akhir Sem
55/345
V26 V21 20.8 15.97
V27 V1 15.2 5.44
V28 V23 9.2 -3.85
V28 V27 99.4 -68.95
V29 V27 220.8 -122.97
Interpretasi Output!!!!!
Respesifikasi Model 4, dengan menambahkan sintax dibawah ini
Let the errors of V12 and V13 covary
Sehingga diperoleh output sebagai berikut\
8/11/2019 Tugas Akhir Sem
56/345
The following lines were read from file D:\Alvi erin\benar.spj:
8/11/2019 Tugas Akhir Sem
57/345
8/11/2019 Tugas Akhir Sem
58/345
-0.0369 -0.0864 0.0324 -0.0432 0.0484 0.1146 0.0349 -0.0143 -0.0036 -0.0343 -0.0349 0.1355 -
0.0624 -0.0629 0.0292 -0.0714 -0.0406 0.1415 -0.0619 0.0365 0.0731 -0.0662 -0.0449 -0.1680
0.0870 1.0000
0.1440 -0.0988 -0.0244 -0.0172 0.0281 -0.0097 0.0806 0.0239 0.1194 -0.1429 -0.0487 -0.0461 -
0.0074 0.0058 -0.0554 -0.0667 -0.0572 0.0664 0.1271 0.0937 -0.1141 -0.1854 -0.0026 0.0427
0.0903 0.0132 1.0000-0.0517 -0.0265 -0.1129 -0.0612 0.0798 0.1274 0.0239 0.0048 0.0880 -0.0307 -0.1090 -0.0014 -
0.0336 0.0932 0.1568 -0.0597 0.0938 -0.0194 0.0295 0.0717 -0.0835 -0.0339 -0.2128 -0.0134
0.0257 0.0318 0.0773 1.0000
0.0100 -0.0574 0.1077 0.0454 -0.0262 -0.1083 -0.0216 -0.0932 0.0108 -0.0443 -0.0954 -0.0767
-0.0160 -0.0193 0.0553 0.0143 -0.0473 -0.0693 0.0758 0.0062 0.0914 -0.1429 -0.0266 -0.0008
0.0328 0.0103 0.0750 0.0460 1.0000
Standard deviations:
4.0170 3.8303 3.8979 4.3472 4.2899 3.8430 3.8552 3.9802 3.8077 3.7509 3.8187 4.2868
3.7871 3.9243 3.6731 3.7522 4.1564 4.3379 4.0518 4.0899 4.0194 4.1671 4.2799 3.9165 3.9057
3.8558 4.2581 4.2394 3.8997
Sample size: 200
Latent variables: F1 F2 F3 F4 F5 F6
Relationships:
V1-V5=F1
V6-V10=F2
V11-V15=F3
V16-V20=F4
V21-V26=F5
V27-V29=F6Set the covariance of F2 and F3 to zero
Set the covariance of F2 and F4 to zero
Let the errors of V11 and V12 covary
Let the errors of V1 and V5 covary
Let the errors of V11 and V13 covary
Let the errors of V12 and V13 covary
Options:AD=OFF IT=OFF ME=ML
Path diagram
End of problem
Sample Size = 200
Covariance Matrix
8/11/2019 Tugas Akhir Sem
59/345
V1 V2 V3 V4 V5 V6
-------- -------- -------- -------- -------- --------
V1 16.14
V2 -0.65 14.67
V3 -0.08 -0.07 15.19
V4 0.43 -0.36 -1.29 18.90V5 -0.96 0.09 0.68 -1.09 18.40
V6 3.28 -2.18 0.95 1.92 0.43 14.77
V7 0.47 0.42 -1.15 0.25 -0.24 0.26
V8 -0.19 -0.65 -0.96 -1.40 -0.15 0.17
V9 -0.24 -1.18 -0.44 -0.21 -1.26 -1.11
V10 0.66 1.69 -0.50 0.06 0.38 -1.36
V11 1.51 1.07 0.20 -1.84 0.18 -0.53
V12 0.38 1.72 0.27 -0.47 1.22 -1.57
V13 -0.70 -0.40 -1.80 0.63 0.24 -0.82
V14 -0.04 -0.06 -1.24 0.33 0.81 -1.19
V15 -0.50 -0.93 -0.84 -0.58 1.32 2.08
V16 -2.30 1.12 -0.60 0.11 1.97 0.94
V17 -0.33 0.69 -0.14 1.66 1.52 -0.56
V18 -0.51 -1.21 -0.28 -1.39 1.41 0.53
V19 -0.92 -2.44 1.42 0.42 0.64 -0.31
V20 -0.93 1.14 -1.39 0.35 -0.33 0.44
V21 0.58 -1.66 -2.24 -0.40 -2.14 -0.78
V22 -1.74 2.88 -1.33 -3.07 2.41 -1.02
V23 0.23 0.81 -0.37 0.83 1.23 -1.13
V24 -1.14 0.62 0.00 0.26 -0.89 -0.09
V25 1.48 0.81 1.08 -0.40 -0.55 -0.29V26 -0.57 -1.28 0.49 -0.72 0.80 1.70
V27 2.46 -1.61 -0.40 -0.32 0.51 -0.16
V28 -0.88 -0.43 -1.87 -1.13 1.45 2.08
V29 0.16 -0.86 1.64 0.77 -0.44 -1.62
Covariance Matrix
V7 V8 V9 V10 V11 V12
-------- -------- -------- -------- -------- --------
V7 14.86V8 0.98 15.84
V9 -0.37 0.15 14.50
V10 -0.02 0.96 1.77 14.07
V11 0.76 -1.11 0.14 -0.45 14.58
V12 1.36 -2.43 -0.10 0.69 0.19 18.38
V13 2.08 0.64 -0.10 -0.59 -0.76 -2.29
V14 1.26 1.64 -0.69 -1.11 -0.84 0.18
8/11/2019 Tugas Akhir Sem
60/345
V15 0.02 -0.67 1.01 -0.56 -0.78 -1.54
V16 -0.32 0.86 0.10 0.26 0.87 -0.68
V17 0.75 -0.36 -0.08 0.04 0.31 1.20
V18 -1.55 -1.29 0.97 0.07 -0.80 1.73
V19 1.72 -2.39 1.14 -1.18 -0.21 -0.21
V20 0.42 0.35 1.65 -0.10 -0.70 0.05V21 2.05 0.50 -1.24 1.70 -0.57 -1.95
V22 0.94 -0.49 -1.55 0.71 1.46 1.17
V23 -1.30 2.23 -1.64 0.06 -0.36 1.25
V24 0.64 1.10 1.51 -0.80 0.20 0.45
V25 -0.65 -0.33 -0.46 -0.30 -0.60 -1.52
V26 0.52 -0.22 -0.05 -0.50 -0.51 2.24
V27 1.32 0.41 1.94 -2.28 -0.79 -0.84
V28 0.39 0.08 1.42 -0.49 -1.76 -0.03
V29 -0.32 -1.45 0.16 -0.65 -1.42 -1.28
Covariance Matrix
V13 V14 V15 V16 V17 V18
-------- -------- -------- -------- -------- --------
V13 14.34
V14 -1.50 15.40
V15 -0.91 -0.33 13.49
V16 -1.21 1.57 0.12 14.08
V17 0.00 0.86 -1.11 0.64 17.28
V18 -0.35 -1.59 -0.09 1.82 -1.01 18.82
V19 -0.73 -1.40 -1.16 1.32 -0.65 1.24V20 0.31 -0.44 -2.24 1.82 -0.76 0.77
V21 0.87 -0.68 -0.63 -0.87 -0.84 1.11
V22 -0.65 1.52 0.07 1.15 1.33 -0.43
V23 -2.23 0.14 -0.23 2.19 0.75 -0.35
V24 -1.13 -1.12 -0.42 -1.09 -1.20 -0.88
V25 0.17 -0.25 1.04 -1.64 -1.17 0.36
V26 -0.91 -0.95 0.41 -1.03 -0.65 2.37
V27 -0.12 0.10 -0.87 -1.07 -1.01 1.23
V28 -0.54 1.55 2.44 -0.95 1.65 -0.36
V29 -0.24 -0.30 0.79 0.21 -0.77 -1.17
Covariance Matrix
V19 V20 V21 V22 V23 V24
-------- -------- -------- -------- -------- --------
V19 16.42
V20 2.00 16.73
8/11/2019 Tugas Akhir Sem
61/345
V21 1.94 -1.06 16.16
V22 -0.44 -0.86 -0.65 17.36
V23 -1.14 -2.84 -0.09 1.14 18.32
V24 0.46 2.43 -0.90 -0.72 -0.19 15.34
V25 -2.07 -2.50 -0.46 0.45 -1.11 -1.74
V26 -0.97 0.58 1.13 -1.06 -0.74 -2.54V27 2.19 1.63 -1.95 -3.29 -0.05 0.71
V28 0.51 1.24 -1.42 -0.60 -3.86 -0.22
V29 1.20 0.10 1.43 -2.32 -0.44 -0.01
Covariance Matrix
V25 V26 V27 V28 V29
-------- -------- -------- -------- --------
V25 15.25
V26 1.31 14.87
V27 1.50 0.22 18.13
V28 0.43 0.52 1.40 17.97
V29 0.50 0.15 1.25 0.76 15.21
Number of Iterations = 0
LISREL Estimates (Maximum Likelihood)
Measurement Equations
V1 = 3.62*F1, Errorvar.= 3.07 , R = 0.81
(0.54) (3.61)
6.64 0.85
V2 = 0.59*F1, Errorvar.= 14.32, R = 0.024
(0.27) (1.44)2.19 9.97
V3 = 1.52*F1, Errorvar.= 12.89, R = 0.15
(0.33) (1.41)
4.67 9.13
V4 = 1.97*F1, Errorvar.= 15.02, R = 0.21
8/11/2019 Tugas Akhir Sem
62/345
(0.38) (1.79)
5.16 8.40
V5 = - 2.48*F1, Errorvar.= 12.28, R = 0.33
(0.55) (2.65)
-4.51 4.63
V6 = 3.46*F2, Errorvar.= 2.81 , R = 0.81
(2.02) (13.90)
1.71 0.20
V7 = - 0.58*F2, Errorvar.= 14.52, R = 0.023
(0.44) (1.51)
-1.31 9.60
V8 = - 0.026*F2, Errorvar.= 15.84, R = 0.00
(0.31) (1.59)
-0.084 9.97
V9 = 0.44*F2, Errorvar.= 14.30, R = 0.014
(0.39) (1.45)
1.15 9.83
V10 = - 0.63*F2, Errorvar.= 13.67, R = 0.028
(0.46) (1.45)
-1.37 9.43
V11 = 3.44*F3, Errorvar.= 2.77 , R = 0.81
(6.05) (41.53)
0.57 0.067
V12 = 2.10*F3, Errorvar.= 13.98 , R = 0.24
(3.91) (16.41)
0.54 0.85
V13 = 1.25*F3, Errorvar.= 12.78, R = 0.11
(2.54) (6.45)0.49 1.98
V14 = 0.58*F3, Errorvar.= 15.06, R = 0.022
(1.05) (1.92)
0.55 7.86
V15 = 0.12*F3, Errorvar.= 13.48, R = 0.0011
8/11/2019 Tugas Akhir Sem
63/345
(0.32) (1.35)
0.39 9.97
V16 = 3.38*F4, Errorvar.= 2.68 , R = 0.81
(4.86) (32.83)
0.69 0.081
V17 = 0.31*F4, Errorvar.= 17.18, R = 0.0055
(0.54) (1.75)
0.57 9.84
V18 = - 0.24*F4, Errorvar.= 18.76, R = 0.0029
(0.48) (1.89)
-0.49 9.93
V19 = 0.37*F4, Errorvar.= 16.28, R = 0.0083
(0.61) (1.68)
0.60 9.69
V20 = 0.074*F4, Errorvar.= 16.72, R = 0.00033
(0.34) (1.68)
0.22 9.97
V21 = 3.62*F5, Errorvar.= 3.07 , R = 0.81
(2.56) (18.49)
1.41 0.17
V22 = - 0.36*F5, Errorvar.= 17.23, R = 0.0077
(0.41) (1.74)
-0.89 9.90
V23 = - 0.017*F5, Errorvar.= 18.32, R = 0.00
(0.34) (1.84)
-0.051 9.97
V24 = - 0.82*F5, Errorvar.= 14.67, R = 0.044
(0.64) (1.75)-1.27 8.38
V25 = 0.012*F5, Errorvar.= 15.25, R = 0.00
(0.31) (1.53)
0.040 9.97
V26 = - 0.20*F5, Errorvar.= 14.83, R = 0.0027
8/11/2019 Tugas Akhir Sem
64/345
(0.33) (1.49)
-0.60 9.96
V27 = 3.83*F6, Errorvar.= 3.44 , R = 0.81
(2.02) (15.35)
1.90 0.22
V28 = 0.81*F6, Errorvar.= 17.31, R = 0.037
(0.52) (1.87)
1.55 9.25
V29 = 0.88*F6, Errorvar.= 14.44, R = 0.051
(0.54) (1.66)
1.63 8.70
Error Covariance for V5 and V1 = 7.99
(2.49)
3.21
Error Covariance for V12 and V11 = -7.02
(25.41)
-0.28
Error Covariance for V13 and V11 = -5.06
(15.51)
-0.33
Error Covariance for V13 and V12 = -4.91
(9.57)
-0.51
Correlation Matrix of Independent Variables
F1 F2 F3 F4 F5 F6
-------- -------- -------- -------- -------- --------F1 1.00
F2 0.15 1.00
(0.11)
1.32
F3 -0.01 - - 1.00
8/11/2019 Tugas Akhir Sem
65/345
(0.06)
-0.12
F4 -0.15 - - 0.02 1.00
(0.22) (0.08)
-0.66 0.20
F5 0.05 -0.11 -0.09 -0.05 1.00
(0.08) (0.13) (0.18) (0.12)
0.57 -0.84 -0.49 -0.42
F6 0.04 0.03 -0.10 -0.07 -0.10 1.00
(0.08) (0.09) (0.20) (0.14) (0.12)
0.48 0.31 -0.51 -0.51 -0.84
Goodness of Fit Statistics
Degrees of Freedom = 360
Minimum Fit Function Chi-Square = 559.96 (P = 0.00)
Normal Theory Weighted Least Squares Chi-Square = 583.91 (P = 0.00)
Estimated Non-centrality Parameter (NCP) = 223.91
90 Percent Confidence Interval for NCP = (161.72 ; 294.01)
Minimum Fit Function Value = 2.81
Population Discrepancy Function Value (F0) = 1.1390 Percent Confidence Interval for F0 = (0.81 ; 1.48)
Root Mean Square Error of Approximation (RMSEA) = 0.056
90 Percent Confidence Interval for RMSEA = (0.048 ; 0.064)
P-Value for Test of Close Fit (RMSEA < 0.05) = 0.12
Expected Cross-Validation Index (ECVI) = 3.69
90 Percent Confidence Interval for ECVI = (3.38 ; 4.04)
ECVI for Saturated Model = 4.37
ECVI for Independence Model = 2.54
Chi-Square for Independence Model with 406 Degrees of Freedom = 447.23
Independence AIC = 505.23
Model AIC = 733.91
Saturated AIC = 870.00
Independence CAIC = 629.88
Model CAIC = 1056.29
Saturated CAIC = 2739.77
8/11/2019 Tugas Akhir Sem
66/345
Normed Fit Index (NFI) = -0.25
Non-Normed Fit Index (NNFI) = -4.47
Parsimony Normed Fit Index (PNFI) = -0.22
Comparative Fit Index (CFI) = 0.0
Incremental Fit Index (IFI) = -1.29Relative Fit Index (RFI) = -0.41
Critical N (CN) = 152.16
Root Mean Square Residual (RMR) = 1.25
Standardized RMR = 0.077
Goodness of Fit Index (GFI) = 0.84
Adjusted Goodness of Fit Index (AGFI) = 0.81
Parsimony Goodness of Fit Index (PGFI) = 0.70
The Modification Indices Suggest to Add the
Path to from Decrease in Chi-Square New Estimate
V1 F3 8.5 0.95
V1 F6 12.1 1.41
V3 F5 8.0 -0.79
V6 F5 12.6 3.78
V6 F6 9.5 -2.96
V16 F1 12.3 -5.90
V21 F1 8.7 3.16
V22 F6 8.7 -0.98V27 F1 20.9 4.03
V27 F3 14.5 3.60
The Modification Indices Suggest to Add an Error Covariance
Between and Decrease in Chi-Square New Estimate
V2 V1 19.4 -6.34
V3 V1 328.5 -37.26
V4 V1 646.1 -67.01
V4 V3 15.2 6.08
V5 V3 73.8 13.28V5 V4 89.2 18.25
V7 V6 118.8 50.61
V9 V6 96.7 -37.26
V10 V6 13.2 18.26
V11 V1 10.8 3.76
V14 V11 67.4 -22.90
V14 V13 18.1 -7.25
8/11/2019 Tugas Akhir Sem
67/345
V17 V16 8.2 -17.60
V18 V16 116.4 59.97
V20 V16 34.9 27.07
V24 V21 369.6 217.98
V26 V21 20.8 15.87
V27 V1 15.2 5.44V28 V23 9.2 -3.85
V28 V27 96.9 -66.86
V29 V27 214.9 -118.89
Interpretasi Output!!!!!
Respesifikasi Model 5, dengan menambahkan sintax dibawah ini
Let the errors of V1 and V4 covary
Sehingga diperoleh output sebagai berikut
8/11/2019 Tugas Akhir Sem
68/345
The following lines were read from file D:\Alvi erin\benar.spj:
8/11/2019 Tugas Akhir Sem
69/345
Observed variables: V1 V2 V3 V4 V5 V6 V7 V8 V9 V10 V11 V12 V13 V14 V15 V16 V17 V18 V19
V20 V21 V22 V23 V24 V25 V26 V27 V28 V29
Correlation matrix:
1.0000
-0.0425 1.0000
-0.0049 -0.0050 1.00000.0249 -0.0217 -0.0764 1.0000
-0.0559 0.0055 0.0407 -0.0587 1.0000
0.2122 -0.1479 0.0633 0.1151 0.0263 1.0000
0.0303 0.0286 -0.0762 0.0147 -0.0148 0.0175 1.0000
-0.0116 -0.0426 -0.0620 -0.0811 -0.0087 0.0113 0.0638 1.0000
-0.0158 -0.0810 -0.0296 -0.0126 -0.0769 -0.0759 -0.0253 0.0098 1.0000
0.0439 0.1177 -0.0339 0.0036 0.0237 -0.0943 -0.0012 0.0640 0.1238 1.0000
0.0987 0.0734 0.0135 -0.1110 0.0112 -0.0360 0.0515 -0.0732 0.0098 -0.0316 1.0000
0.0222 0.1045 0.0161 -0.0254 0.0662 -0.0950 0.0825 -0.1425 -0.0059 0.0428 0.0115 1.0000
-0.0459 -0.0279 -0.1220 0.0383 0.0150 -0.0564 0.1423 0.0427 -0.0068 -0.0414 -0.0528 -0.1412
1.0000
-0.0027 -0.0043 -0.0808 0.0195 0.0483 -0.0789 0.0830 0.1053 -0.0459 -0.0755 -0.0559 0.0106 -
0.1006 1.0000
-0.0342 -0.0660 -0.0589 -0.0362 0.0840 0.1471 0.0013 -0.0460 0.0723 -0.0406 -0.0555 -0.0980
-0.0654 -0.0228 1.0000
-0.1528 0.0781 -0.0413 0.0065 0.1225 0.0654 -0.0223 0.0574 0.0073 0.0185 0.0604 -0.0423 -
0.0854 0.1067 0.0084 1.0000
-0.0199 0.0435 -0.0085 0.0918 0.0855 -0.0351 0.0467 -0.0219 -0.0049 0.0028 0.0198 0.0676
0.0003 0.0525 -0.0724 0.0412 1.0000
-0.0291 -0.0730 -0.0166 -0.0738 0.0760 0.0317 -0.0924 -0.0749 0.0585 0.0040 -0.0480 0.0933 -
0.0212 -0.0935 -0.0055 0.1117 -0.0558 1.0000-0.0563 -0.1569 0.0901 0.0240 0.0371 -0.0200 0.1101 -0.1480 0.0741 -0.0778 -0.0133 -0.0120 -
0.0478 -0.0878 -0.0782 0.0866 -0.0388 0.0705 1.0000
-0.0568 0.0726 -0.0870 0.0197 -0.0186 0.0277 0.0267 0.0216 0.1057 -0.0068 -0.0449 0.0030
0.0202 -0.0273 -0.1492 0.1187 -0.0449 0.0432 0.1207 1.0000
0.0357 -0.1076 -0.1432 -0.0228 -0.1241 -0.0506 0.1324 0.0311 -0.0807 0.1129 -0.0373 -0.1132
0.0571 -0.0428 -0.0430 -0.0576 -0.0500 0.0634 0.1193 -0.0643 1.0000
-0.1040 0.1803 -0.0819 -0.1693 0.1350 -0.0637 0.0587 -0.0296 -0.0974 0.0456 0.0919 0.0656 -
0.0411 0.0928 0.0047 0.0737 0.0770 -0.0236 -0.0259 -0.0503 -0.0391 1.0000
0.0134 0.0492 -0.0220 0.0446 0.0672 -0.0686 -0.0789 0.1312 -0.1009 0.0035 -0.0223 0.0681 -
0.1376 0.0085 -0.0148 0.1363 0.0423 -0.0187 -0.0659 -0.1624 -0.0051 0.0640 1.0000-0.0723 0.0416 -0.0001 0.0152 -0.0528 -0.0061 0.0421 0.0707 0.1011 -0.0545 0.0134 0.0270 -
0.0765 -0.0729 -0.0291 -0.0745 -0.0740 -0.0517 0.0288 0.1520 -0.0574 -0.0439 -0.0112 1.0000
0.0944 0.0540 0.0711 -0.0236 -0.0331 -0.0196 -0.0435 -0.0215 -0.0307 -0.0205 -0.0402 -0.0910
0.0116 -0.0166 0.0726 -0.1120 -0.0722 0.0214 -0.1308 -0.1567 -0.0296 0.0278 -0.0665 -0.1137
1.0000
8/11/2019 Tugas Akhir Sem
70/345
-0.0369 -0.0864 0.0324 -0.0432 0.0484 0.1146 0.0349 -0.0143 -0.0036 -0.0343 -0.0349 0.1355 -
0.0624 -0.0629 0.0292 -0.0714 -0.0406 0.1415 -0.0619 0.0365 0.0731 -0.0662 -0.0449 -0.1680
0.0870 1.0000
0.1440 -0.0988 -0.0244 -0.0172 0.0281 -0.0097 0.0806 0.0239 0.1194 -0.1429 -0.0487 -0.0461 -
0.0074 0.0058 -0.0554 -0.0667 -0.0572 0.0664 0.1271 0.0937 -0.1141 -0.1854 -0.0026 0.0427
0.0903 0.0132 1.0000-0.0517 -0.0265 -0.1129 -0.0612 0.0798 0.1274 0.0239 0.0048 0.0880 -0.0307 -0.1090 -0.0014 -
0.0336 0.0932 0.1568 -0.0597 0.0938 -0.0194 0.0295 0.0717 -0.0835 -0.0339 -0.2128 -0.0134
0.0257 0.0318 0.0773 1.0000
0.0100 -0.0574 0.1077 0.0454 -0.0262 -0.1083 -0.0216 -0.0932 0.0108 -0.0443 -0.0954 -0.0767
-0.0160 -0.0193 0.0553 0.0143 -0.0473 -0.0693 0.0758 0.0062 0.0914 -0.1429 -0.0266 -0.0008
0.0328 0.0103 0.0750 0.0460 1.0000
Standard deviations:
4.0170 3.8303 3.8979 4.3472 4.2899 3.8430 3.8552 3.9802 3.8077 3.7509 3.8187 4.2868
3.7871 3.9243 3.6731 3.7522 4.1564 4.3379 4.0518 4.0899 4.0194 4.1671 4.2799 3.9165 3.9057
3.8558 4.2581 4.2394 3.8997
Sample size: 200
Latent variables: F1 F2 F3 F4 F5 F6
Relationships:
V1-V5=F1
V6-V10=F2
V11-V15=F3
V16-V20=F4
V21-V26=F5
V27-V29=F6Set the covariance of F2 and F3 to zero
Set the covariance of F2 and F4 to zero
Let the errors of V11 and V12 covary
Let the errors of V1 and V5 covary
Let the errors of V11 and V13 covary
Let the errors of V12 and V13 covary
Let the errors of V1 and V4 covary
Options:AD=OFF IT=OFF ME=MLPath diagram
End of problem
Sample Size = 200
8/11/2019 Tugas Akhir Sem
71/345
8/11/2019 Tugas Akhir Sem
72/345
V13 2.08 0.64 -0.10 -0.59 -0.76 -2.29
V14 1.26 1.64 -0.69 -1.11 -0.84 0.18
V15 0.02 -0.67 1.01 -0.56 -0.78 -1.54
V16 -0.32 0.86 0.10 0.26 0.87 -0.68
V17 0.75 -0.36 -0.08 0.04 0.31 1.20
V18 -1.55 -1.29 0.97 0.07 -0.80 1.73V19 1.72 -2.39 1.14 -1.18 -0.21 -0.21
V20 0.42 0.35 1.65 -0.10 -0.70 0.05
V21 2.05 0.50 -1.24 1.70 -0.57 -1.95
V22 0.94 -0.49 -1.55 0.71 1.46 1.17
V23 -1.30 2.23 -1.64 0.06 -0.36 1.25
V24 0.64 1.10 1.51 -0.80 0.20 0.45
V25 -0.65 -0.33 -0.46 -0.30 -0.60 -1.52
V26 0.52 -0.22 -0.05 -0.50 -0.51 2.24
V27 1.32 0.41 1.94 -2.28 -0.79 -0.84
V28 0.39 0.08 1.42 -0.49 -1.76 -0.03
V29 -0.32 -1.45 0.16 -0.65 -1.42 -1.28
Covariance Matrix
V13 V14 V15 V16 V17 V18
-------- -------- -------- -------- -------- --------
V13 14.34
V14 -1.50 15.40
V15 -0.91 -0.33 13.49
V16 -1.21 1.57 0.12 14.08
V17 0.00 0.86 -1.11 0.64 17.28V18 -0.35 -1.59 -0.09 1.82 -1.01 18.82
V19 -0.73 -1.40 -1.16 1.32 -0.65 1.24
V20 0.31 -0.44 -2.24 1.82 -0.76 0.77
V21 0.87 -0.68 -0.63 -0.87 -0.84 1.11
V22 -0.65 1.52 0.07 1.15 1.33 -0.43
V23 -2.23 0.14 -0.23 2.19 0.75 -0.35
V24 -1.13 -1.12 -0.42 -1.09 -1.20 -0.88
V25 0.17 -0.25 1.04 -1.64 -1.17 0.36
V26 -0.91 -0.95 0.41 -1.03 -0.65 2.37
V27 -0.12 0.10 -0.87 -1.07 -1.01 1.23V28 -0.54 1.55 2.44 -0.95 1.65 -0.36
V29 -0.24 -0.30 0.79 0.21 -0.77 -1.17
Covariance Matrix
V19 V20 V21 V22 V23 V24
-------- -------- -------- -------- -------- --------
8/11/2019 Tugas Akhir Sem
73/345
V19 16.42
V20 2.00 16.73
V21 1.94 -1.06 16.16
V22 -0.44 -0.86 -0.65 17.36
V23 -1.14 -2.84 -0.09 1.14 18.32
V24 0.46 2.43 -0.90 -0.72 -0.19 15.34V25 -2.07 -2.50 -0.46 0.45 -1.11 -1.74
V26 -0.97 0.58 1.13 -1.06 -0.74 -2.54
V27 2.19 1.63 -1.95 -3.29 -0.05 0.71
V28 0.51 1.24 -1.42 -0.60 -3.86 -0.22
V29 1.20 0.10 1.43 -2.32 -0.44 -0.01
Covariance Matrix
V25 V26 V27 V28 V29
-------- -------- -------- -------- --------
V25 15.25
V26 1.31 14.87
V27 1.50 0.22 18.13
V28 0.43 0.52 1.40 17.97
V29 0.50 0.15 1.25 0.76 15.21
Number of Iterations = 0
LISREL Estimates (Maximum Likelihood)
Measurement Equations
V1 = 3.62*F1, Errorvar.= 3.07 , R = 0.81
(0.90) (6.15)
4.04 0.50
V2 = 0.59*F1, Errorvar.= 14.32, R = 0.024
(0.27) (1.44)
2.19 9.97
V3 = 1.52*F1, Errorvar.= 12.89, R = 0.15
(0.36) (1.50)
4.18 8.62
8/11/2019 Tugas Akhir Sem
74/345
V4 = 1.97*F1, Errorvar.= 15.02, R = 0.21
(0.49) (2.16)
4.01 6.95
V5 = - 2.48*F1, Errorvar.= 12.28, R = 0.33(0.55) (2.67)
-4.47 4.60
V6 = 3.46*F2, Errorvar.= 2.81 , R = 0.81
(1.98) (13.61)
1.75 0.21
V7 = - 0.58*F2, Errorvar.= 14.52, R = 0.023
(0.44) (1.51)
-1.33 9.61
V8 = - 0.026*F2, Errorvar.= 15.84, R = 0.00
(0.31) (1.59)
-0.084 9.97
V9 = 0.44*F2, Errorvar.= 14.30, R = 0.014
(0.38) (1.45)
1.16 9.83
V10 = - 0.63*F2, Errorvar.= 13.67, R = 0.028
(0.45) (1.45)-1.39 9.45
V11 = 3.44*F3, Errorvar.= 2.77 , R = 0.81
(6.05) (41.53)
0.57 0.067
V12 = 2.10*F3, Errorvar.= 13.98 , R = 0.24
(3.91) (16.41)
0.54 0.85
V13 = 1.25*F3, Errorvar.= 12.78, R = 0.11
(2.54) (6.45)
0.49 1.98
V14 = 0.58*F3, Errorvar.= 15.06, R = 0.022
(1.05) (1.92)
0.55 7.86
8/11/2019 Tugas Akhir Sem
75/345
V15 = 0.12*F3, Errorvar.= 13.48, R = 0.0011
(0.32) (1.35)
0.39 9.97
V16 = 3.38*F4, Errorvar.= 2.68 , R = 0.81(4.72) (31.88)
0.71 0.084
V17 = 0.31*F4, Errorvar.= 17.18, R = 0.0055
(0.53) (1.74)
0.58 9.85
V18 = - 0.24*F4, Errorvar.= 18.76, R = 0.0029
(0.47) (1.89)
-0.50 9.94
V19 = 0.37*F4, Errorvar.= 16.28, R = 0.0083
(0.60) (1.68)
0.62 9.71
V20 = 0.074*F4, Errorvar.= 16.72, R = 0.00033
(0.34) (1.68)
0.22 9.97
V21 = 3.62*F5, Errorvar.= 3.07 , R = 0.81
(2.56) (18.42)1.42 0.17
V22 = - 0.36*F5, Errorvar.= 17.23, R = 0.0077
(0.41) (1.74)
-0.89 9.90
V23 = - 0.017*F5, Errorvar.= 18.32, R = 0.00
(0.34) (1.84)
-0.051 9.97
V24 = - 0.82*F5, Errorvar.= 14.67, R = 0.044
(0.64) (1.75)
-1.28 8.39
V25 = 0.012*F5, Errorvar.= 15.25, R = 0.00
(0.31) (1.53)
0.040 9.97
8/11/2019 Tugas Akhir Sem
76/345
8/11/2019 Tugas Akhir Sem
77/345
F2 0.15 1.00
(0.11)
1.34
F3 -0.01 - - 1.00(0.06)
-0.12
F4 -0.15 - - 0.02 1.00
(0.22) (0.08)
-0.68 0.20
F5 0.05 -0.11 -0.09 -0.05 1.00
(0.08) (0.13) (0.18) (0.12)
0.59 -0.85 -0.49 -0.43
F6 0.04 0.03 -0.10 -0.07 -0.10 1.00
(0.07) (0.09) (0.20) (0.14) (0.12)
0.50 0.31 -0.51 -0.52 -0.84
Goodness of Fit Statistics
Degrees of Freedom = 359
Minimum Fit Function Chi-Square = 521.68 (P = 0.00)Normal Theory Weighted Least Squares Chi-Square = 516.68 (P = 0.00)
Estimated Non-centrality Parameter (NCP) = 157.68
90 Percent Confidence Interval for NCP = (101.25 ; 222.13)
Minimum Fit Function Value = 2.62
Population Discrepancy Function Value (F0) = 0.79
90 Percent Confidence Interval for F0 = (0.51 ; 1.12)
Root Mean Square Error of Approximation (RMSEA) = 0.047
90 Percent Confidence Interval for RMSEA = (0.038 ; 0.056)
P-Value for Test of Close Fit (RMSEA < 0.05) = 0.70
Expected Cross-Validation Index (ECVI) = 3.36
90 Percent Confidence Interval for ECVI = (3.08 ; 3.68)
ECVI for Saturated Model = 4.37
ECVI for Independence Model = 2.54
Chi-Square for Independence Model with 406 Degrees of Freedom = 447.23
8/11/2019 Tugas Akhir Sem
78/345
Independence AIC = 505.23
Model AIC = 668.68
Saturated AIC = 870.00
Independence CAIC = 629.88
Model CAIC = 995.36
Saturated CAIC = 2739.77
Normed Fit Index (NFI) = -0.17
Non-Normed Fit Index (NNFI) = -3.46
Parsimony Normed Fit Index (PNFI) = -0.15
Comparative Fit Index (CFI) = 0.0
Incremental Fit Index (IFI) = -0.84
Relative Fit Index (RFI) = -0.32
Critical N (CN) = 162.84
Root Mean Square Residual (RMR) = 1.21
Standardized RMR = 0.075
Goodness of Fit Index (GFI) = 0.86
Adjusted Goodness of Fit Index (AGFI) = 0.83
Parsimony Goodness of Fit Index (PGFI) = 0.71
The Modification Indices Suggest to Add the
Path to from Decrease in Chi-Square New Estimate
V1 F2 9.0 1.47
V1 F6 10.5 1.49V6 F1 18.5 4.46
V6 F5 13.5 3.90
V6 F6 9.3 -2.92
V22 F6 8.7 -0.98
V27 F1 16.7 3.46
V27 F3 14.8 3.64
The Modification Indices Suggest to Add an Error Covariance
Between and Decrease in Chi-Square New Estimate
V2 V1 19.6 -7.47V3 V1 623.0 -77.40
V4 V3 34.6 -10.64
V5 V3 61.5 15.63
V5 V4 41.5 23.39
V7 V6 112.3 48.23
V9 V6 92.1 -35.76
V10 V6 12.1 17.10
8/11/2019 Tugas Akhir Sem
79/345
8/11/2019 Tugas Akhir Sem
80/345
The following lines were read from file D:\Alvi erin\benar.spj:
8/11/2019 Tugas Akhir Sem
81/345
Observed variables: V1 V2 V3 V4 V5 V6 V7 V8 V9 V10 V11 V12 V13 V14 V15 V16 V17 V18 V19
V20 V21 V22 V23 V24 V25 V26 V27 V28 V29
Correlation matrix:
1.0000
-0.0425 1.0000
-0.0049 -0.0050 1.00000.0249 -0.0217 -0.0764 1.0000
-0.0559 0.0055 0.0407 -0.0587 1.0000
0.2122 -0.1479 0.0633 0.1151 0.0263 1.0000
0.0303 0.0286 -0.0762 0.0147 -0.0148 0.0175 1.0000
-0.0116 -0.0426 -0.0620 -0.0811 -0.0087 0.0113 0.0638 1.0000
-0.0158 -0.0810 -0.0296 -0.0126 -0.0769 -0.0759 -0.0253 0.0098 1.0000
0.0439 0.1177 -0.0339 0.0036 0.0237 -0.0943 -0.0012 0.0640 0.1238 1.0000
0.0987 0.0734 0.0135 -0.1110 0.0112 -0.0360 0.0515 -0.0732 0.0098 -0.0316 1.0000
0.0222 0.1045 0.0161 -0.0254 0.0662 -0.0950 0.0825 -0.1425 -0.0059 0.0428 0.0115 1.0000
-0.0459 -0.0279 -0.1220 0.0383 0.0150 -0.0564 0.1423 0.0427 -0.0068 -0.0414 -0.0528 -0.1412
1.0000
-0.0027 -0.0043 -0.0808 0.0195 0.0483 -0.0789 0.0830 0.1053 -0.0459 -0.0755 -0.0559 0.0106 -
0.1006 1.0000
-0.0342 -0.0660 -0.0589 -0.0362 0.0840 0.1471 0.0013 -0.0460 0.0723 -0.0406 -0.0555 -0.0980
-0.0654 -0.0228 1.0000
-0.1528 0.0781 -0.0413 0.0065 0.1225 0.0654 -0.0223 0.0574 0.0073 0.0185 0.0604 -0.0423 -
0.0854 0.1067 0.0084 1.0000
-0.0199 0.0435 -0.0085 0.0918 0.0855 -0.0351 0.0467 -0.0219 -0.0049 0.0028 0.0198 0.0676
0.0003 0.0525 -0.0724 0.0412 1.0000
-0.0291 -0.0730 -0.0166 -0.0738 0.0760 0.0317 -0.0924 -0.0749 0.0585 0.0040 -0.0480 0.0933 -
0.0212 -0.0935 -0.0055 0.1117 -0.0558 1.0000-0.0563 -0.1569 0.0901 0.0240 0.0371 -0.0200 0.1101 -0.1480 0.0741 -0.0778 -0.0133 -0.0120 -
0.0478 -0.0878 -0.0782 0.0866 -0.0388 0.0705 1.0000
-0.0568 0.0726 -0.0870 0.0197 -0.0186 0.0277 0.0267 0.0216 0.1057 -0.0068 -0.0449 0.0030
0.0202 -0.0273 -0.1492 0.1187 -0.0449 0.0432 0.1207 1.0000
0.0357 -0.1076 -0.1432 -0.0228 -0.1241 -0.0506 0.1324 0.0311 -0.0807 0.1129 -0.0373 -0.1132
0.0571 -0.0428 -0.0430 -0.0576 -0.0500 0.0634 0.1193 -0.0643 1.0000
-0.1040 0.1803 -0.0819 -0.1693 0.1350 -0.0637 0.0587 -0.0296 -0.0974 0.0456 0.0919 0.0656 -
0.0411 0.0928 0.0047 0.0737 0.0770 -0.0236 -0.0259 -0.0503 -0.0391 1.0000
0.0134 0.0492 -0.0220 0.0446 0.0672 -0.0686 -0.0789 0.1312 -0.1009 0.0035 -0.0223 0.0681 -
0.1376 0.0085 -0.0148 0.1363 0.0423 -0.0187 -0.0659 -0.1624 -0.0051 0.0640 1.0000-0.0723 0.0416 -0.0001 0.0152 -0.0528 -0.0061 0.0421 0.0707 0.1011 -0.0545 0.0134 0.0270 -
0.0765 -0.0729 -0.0291 -0.0745 -0.0740 -0.0517 0.0288 0.1520 -0.0574 -0.0439 -0.0112 1.0000
0.0944 0.0540 0.0711 -0.0236 -0.0331 -0.0196 -0.0435 -0.0215 -0.0307 -0.0205 -0.0402 -0.0910
0.0116 -0.0166 0.0726 -0.1120 -0.0722 0.0214 -0.1308 -0.1567 -0.0296 0.0278 -0.0665 -0.1137
1.0000
8/11/2019 Tugas Akhir Sem
82/345
8/11/2019 Tugas Akhir Sem
83/345
Covariance Matrix
V1 V2 V3 V4 V5 V6
-------- -------- -------- -------- -------- --------V1 16.14
V2 -0.65 14.67
V3 -0.08 -0.07 15.19
V4 0.43 -0.36 -1.29 18.90
V5 -0.96 0.09 0.68 -1.09 18.40
V6 3.28 -2.18 0.95 1.92 0.43 14.77
V7 0.47 0.42 -1.15 0.25 -0.24 0.26
V8 -0.19 -0.65 -0.96 -1.40 -0.15 0.17
V9 -0.24 -1.18 -0.44 -0.21 -1.26 -1.11
V10 0.66 1.69 -0.50 0.06 0.38 -1.36
V11 1.51 1.07 0.20 -1.84 0.18 -0.53
V12 0.38 1.72 0.27 -0.47 1.22 -1.57
V13 -0.70 -0.40 -1.80 0.63 0.24 -0.82
V14 -0.04 -0.06 -1.24 0.33 0.81 -1.19
V15 -0.50 -0.93 -0.84 -0.58 1.32 2.08
V16 -2.30 1.12 -0.60 0.11 1.97 0.94
V17 -0.33 0.69 -0.14 1.66 1.52 -0.56
V18 -0.51 -1.21 -0.28 -1.39 1.41 0.53
V19 -0.92 -2.44 1.42 0.42 0.64 -0.31
V20 -0.93 1.14 -1.39 0.35 -0.33 0.44
V21 0.58 -1.66 -2.24 -0.40 -2.14 -0.78V22 -1.74 2.88 -1.33 -3.07 2.41 -1.02
V23 0.23 0.81 -0.37 0.83 1.23 -1.13
V24 -1.14 0.62 0.00 0.26 -0.89 -0.09
V25 1.48 0.81 1.08 -0.40 -0.55 -0.29
V26 -0.57 -1.28 0.49 -0.72 0.80 1.70
V27 2.46 -1.61 -0.40 -0.32 0.51 -0.16
V28 -0.88 -0.43 -1.87 -1.13 1.45 2.08
V29 0.16 -0.86 1.64 0.77 -0.44 -1.62
Covariance Matrix
V7 V8 V9 V10 V11 V12
-------- -------- -------- -------- -------- --------
V7 14.86
V8 0.98 15.84
V9 -0.37 0.15 14.50
V10 -0.02 0.96 1.77 14.07
8/11/2019 Tugas Akhir Sem
84/345
V11 0.76 -1.11 0.14 -0.45 14.58
V12 1.36 -2.43 -0.10 0.69 0.19 18.38
V13 2.08 0.64 -0.10 -0.59 -0.76 -2.29
V14 1.26 1.64 -0.69 -1.11 -0.84 0.18
V15 0.02 -0.67 1.01 -0.56 -0.78 -1.54
V16 -0.32 0.86 0.10 0.26 0.87 -0.68V17 0.75 -0.36 -0.08 0.04 0.31 1.20
V18 -1.55 -1.29 0.97 0.07 -0.80 1.73
V19 1.72 -2.39 1.14 -1.18 -0.21 -0.21
V20 0.42 0.35 1.65 -0.10 -0.70 0.05
V21 2.05 0.50 -1.24 1.70 -0.57 -1.95
V22 0.94 -0.49 -1.55 0.71 1.46 1.17
V23 -1.30 2.23 -1.64 0.06 -0.36 1.25
V24 0.64 1.10 1.51 -0.80 0.20 0.45
V25 -0.65 -0.33 -0.46 -0.30 -0.60 -1.52
V26 0.52 -0.22 -0.05 -0.50 -0.51 2.24
V27 1.32 0.41 1.94 -2.28 -0.79 -0.84
V28 0.39 0.08 1.42 -0.49 -1.76 -0.03
V29 -0.32 -1.45 0.16 -0.65 -1.42 -1.28
Covariance Matrix
V13 V14 V15 V16 V17 V18
-------- -------- -------- -------- -------- --------
V13 14.34
V14 -1.50 15.40
V15 -0.91 -0.33 13.49V16 -1.21 1.57 0.12 14.08
V17 0.00 0.86 -1.11 0.64 17.28
V18 -0.35 -1.59 -0.09 1.82 -1.01 18.82
V19 -0.73 -1.40 -1.16 1.32 -0.65 1.24
V20 0.31 -0.44 -2.24 1.82 -0.76 0.77
V21 0.87 -0.68 -0.63 -0.87 -0.84 1.11
V22 -0.65 1.52 0.07 1.15 1.33 -0.43
V23 -2.23 0.14 -0.23 2.19 0.75 -0.35
V24 -1.13 -1.12 -0.42 -1.09 -1.20 -0.88
V25 0.17 -0.25 1.04 -1.64 -1.17 0.36V26 -0.91 -0.95 0.41 -1.03 -0.65 2.37
V27 -0.12 0.10 -0.87 -1.07 -1.01 1.23
V28 -0.54 1.55 2.44 -0.95 1.65 -0.36
V29 -0.24 -0.30 0.79 0.21 -0.77 -1.17
Covariance Matrix
8/11/2019 Tugas Akhir Sem
85/345
V19 V20 V21 V22 V23 V24
-------- -------- -------- -------- -------- --------
V19 16.42
V20 2.00 16.73
V21 1.94 -1.06 16.16
V22 -0.44 -0.86 -0.65 17.36V23 -1.14 -2.84 -0.09 1.14 18.32
V24 0.46 2.43 -0.90 -0.72 -0.19 15.34
V25 -2.07 -2.50 -0.46 0.45 -1.11 -1.74
V26 -0.97 0.58 1.13 -1.06 -0.74 -2.54
V27 2.19 1.63 -1.95 -3.29 -0.05 0.71
V28 0.51 1.24 -1.42 -0.60 -3.86 -0.22
V29 1.20 0.10 1.43 -2.32 -0.44 -0.01
Covariance Matrix
V25 V26 V27 V28 V29
-------- -------- -------- -------- --------
V25 15.25
V26 1.31 14.87
V27 1.50 0.22 18.13
V28 0.43 0.52 1.40 17.97
V29 0.50 0.15 1.25 0.76 15.21
Number of Iterations = 0
LISREL Estimates (Maximum Likelihood)
Measurement Equations
V1 = 3.62*F1, Errorvar.= 3.07 , R = 0.81
(1.75) (12.48)2.06 0.25
V2 = 0.59*F1, Errorvar.= 14.32, R = 0.024
(0.31) (1.45)
1.94 9.91
V3 = 1.52*F1, Errorvar.= 12.89, R = 0.15
8/11/2019 Tugas Akhir Sem
86/345
(0.41) (1.61)
3.67 8.00
V4 = 1.97*F1, Errorvar.= 15.02, R = 0.21
(0.49) (2.16)
4.01 6.95
V5 = - 2.48*F1, Errorvar.= 12.28, R = 0.33
(0.55) (2.68)
-4.46 4.59
V6 = 3.46*F2, Errorvar.= 2.81 , R = 0.81
(1.96) (13.46)
1.77 0.21
V7 = - 0.58*F2, Errorvar.= 14.52, R = 0.023
(0.44) (1.51)
-1.34 9.62
V8 = - 0.026*F2, Errorvar.= 15.84, R = 0.00
(0.31) (1.59)
-0.084 9.97
V9 = 0.44*F2, Errorvar.= 14.30, R = 0.014
(0.38) (1.45)
1.16 9.84
V10 = - 0.63*F2, Errorvar.= 13.67, R = 0.028
(0.45) (1.45)
-1.40 9.46
V11 = 3.44*F3, Errorvar.= 2.77 , R = 0.81
(6.05) (41.53)
0.57 0.067
V12 = 2.10*F3, Errorvar.= 13.98 , R = 0.24
(3.91) (16.41)0.54 0.85
V13 = 1.25*F3, Errorvar.= 12.78, R = 0.11
(2.54) (6.45)
0.49 1.98
V14 = 0.58*F3, Errorvar.= 15.06, R = 0.022
8/11/2019 Tugas Akhir Sem
87/345
8/11/2019 Tugas Akhir Sem
88/345
(0.31) (1.53)
0.040 9.97
V26 = - 0.20*F5, Errorvar.= 14.83, R = 0.0027
(0.33) (1.49)
-0.60 9.96
V27 = 3.83*F6, Errorvar.= 3.44 , R = 0.81
(2.01) (15.32)
1.90 0.22
V28 = 0.81*F6, Errorvar.= 17.31, R = 0.037
(0.52) (1.87)
1.55 9.25
V29 = 0.88*F6, Errorvar.= 14.44, R = 0.051
(0.54) (1.66)
1.64 8.70
Error Covariance for V3 and V1 = -5.56
(3.19)
-1.74
Error Covariance for V4 and V1 = -6.68
(4.03)
-1.66
Error Covariance for V5 and V1 = 7.99
(5.08)
1.57
Error Covariance for V12 and V11 = -7.02
(25.41)
-0.28
Error Covariance for V13 and V11 = -5.06(15.51)
-0.33
Error Covariance for V13 and V12 = -4.91
(9.57)
-0.51
8/11/2019 Tugas Akhir Sem
89/345
Correlation Matrix of Independent Variables
F1 F2 F3 F4 F5 F6
-------- -------- -------- -------- -------- --------
F1 1.00
F2 0.15 1.00
(0.12)
1.28
F3 -0.01 - - 1.00
(0.06)
-0.13
F4 -0.15 - - 0.02 1.00
(0.22) (0.08)
-0.68 0.20
F5 0.05 -0.11 -0.09 -0.05 1.00
(0.08) (0.13) (0.18) (0.12)
0.60 -0.85 -0.49 -0.43
F6 0.04 0.03 -0.10 -0.07 -0.10 1.00
(0.07) (0.09) (0.20) (0.13) (0.12)
0.51 0.31 -0.51 -0.53 -0.84
Goodness of Fit Statistics
Degrees of Freedom = 358
Minimum Fit Function Chi-Square = 486.06 (P = 0.00)
Normal Theory Weighted Least Squares Chi-Square = 462.71 (P = 0.00015)
Estimated Non-centrality Parameter (NCP) = 104.71
90 Percent Confidence Interval for NCP = (53.33 ; 164.21)
Minimum Fit Function Value = 2.44
Population Discrepancy Function Value (F0) = 0.53
90 Percent Confidence Interval for F0 = (0.27 ; 0.83)
Root Mean Square Error of Approximation (RMSEA) = 0.038
90 Percent Confidence Interval for RMSEA = (0.027 ; 0.048)
P-Value for Test of Close Fit (RMSEA < 0.05) = 0.98
8/11/2019 Tugas Akhir Sem
90/345
Expected Cross-Validation Index (ECVI) = 3.10
90 Percent Confidence Interval for ECVI = (2.84 ; 3.40)
ECVI for Saturated Model = 4.37
ECVI for Independence Model = 2.54
Chi-Square for Independence Model with 406 Degrees of Freedom = 447.23Independence AIC = 505.23
Model AIC = 616.71
Saturated AIC = 870.00
Independence CAIC = 629.88
Model CAIC = 947.68
Saturated CAIC = 2739.77
Normed Fit Index (NFI) = -0.09
Non-Normed Fit Index (NNFI) = -2.52
Parsimony Normed Fit Index (PNFI) = -0.08
Comparative Fit Index (CFI) = 0.0
Incremental Fit Index (IFI) = -0.44
Relative Fit Index (RFI) = -0.23
Critical N (CN) = 174.25
Root Mean Square Residual (RMR) = 1.18
Standardized RMR = 0.073
Goodness of Fit Index (GFI) = 0.87
Adjusted Goodness of Fit Index (AGFI) = 0.84Parsimony Goodness of Fit Index (PGFI) = 0.71
The Modification Indices Suggest to Add the
Path to from Decrease in Chi-Square New Estimate
V1 F2 11.6 2.02
V1 F6 8.8 1.49
V6 F1 29.7 5.60
V6 F5 16.7 4.32
V6 F6 9.0 -2.87
V16 F1 18.8 -7.25V22 F6 8.7 -0.98
V27 F1 12.0 2.86
V27 F3 14.9 3.64
The Modification Indices Suggest to Add an Error Covariance
Between and Decrease in Chi-Square New Estimate
V2 V1 19.3 -9.58
8/11/2019 Tugas Akhir Sem
91/345
V4 V3 21.6 -9.49
V5 V3 61.4 21.15
V5 V4 53.7 27.67
V6 V1 13.4 6.91
V7 V6 115.1 48.28
V9 V6 88.6 -34.74V10 V6 12.5 17.19
V14 V11 67.4 -22.90
V14 V13 18.1 -7.25
V18 V16 105.1 54.78
V20 V16 30.7 24.51
V21 V6 8.3 8.98
V22 V2 8.6 3.25
V24 V21 368.6 216.23
V26 V21 20.7 15.78
V27 V1 10.5 5.51
V28 V23 9.2 -3.85
V28 V27 94.7 -65.93
V29 V27 218.0 -119.47
Interpretasi Output!!!!!
Respesifikasi Model 7, dengan menambahkan sintax dibawah ini
Let the errors of V21 and V24 covary
Sehingga diperoleh output sebagai berikut
8/11/2019 Tugas Akhir Sem
92/345
8/11/2019 Tugas Akhir Sem
93/345
8/11/2019 Tuga
Top Related