Journal of Probability and Statistics / 2020 / Article / Tab 3

Research Article

Comparative Analysis of Some Structural Equation Model Estimation Methods with Application to Coronary Heart Disease Risk

Table 3

Goodness-of-fit measures for the models.

ModelMethod( value)RMSEA ( value)RMRSRMRGFICFITLI (NNFI)RNINFIBFI (IFI)AGFIPNFIPGFI

Model 131.767 (0.105)1.3810.058 (0.362)3.9480.0390.9500.9830.9670.9830.9440.9840.8800.4830.397
31.767 (0.105)1.3810.058 (0.362)3.9480.0390.9500.9830.9670.9830.9440.9840.8800.4830.397
MLE33.166 (0.078)1.4420.063 (0.306)3.9670.0390.9470.9810.9620.9810.9420.9820.8730.4820.396
GLSE30.421 (0.138)1.3230.054 (0.418)5.3360.0520.9460.9190.8420.9190.7780.9350.8700.3970.395
ULSENANANANANANANANANANANANANANA
ADFENANANANANANANANANANANANANANA

Model 233.724 (0.114)1.3490.056 (0.392)3.8810.0420.9470.9830.9700.9830.9410.9840.8830.5230.430
33.724 (0.114)1.3490.056 (0.392)3.8810.0420.9470.9830.9700.9830.9410.9840.8830.5230.430
MLE35.373 (0.082)1.4150.061 (0.326)3.9030.0430.9430.9800.9650.9800.9380.9810.8750.5210.429
GLSE32.320 (0.149)1.2930.051 (0.450)5.2570.0560.9420.9200.8560.9200.7640.9340.8730.4240.428
ULSENANANANANANANANANANANANANANA
ADFENANANANANANANANANANANANANANA

Model 319.064 (0.265)1.1920.041 (0.539)1.0350.0360.9650.9930.9850.9930.9610.9940.9020.4270.343
19.064 (0.265)1.1920.041 (0.539)1.0350.0360.9650.9930.9850.9930.9610.9940.9020.4270.343
MLE20.336 (0.205)1.2710.049 (0.466)1.0430.0370.9630.9910.9790.9910.9590.9910.8960.4260.342
GLSE18.824 (0.278)1.1770.040 (0.551)1.7170.0470.9630.9580.9050.9580.8170.9670.8950.3630.342
ULSE2417.873 (NA)151.1171.158 (0.000)0.6930.0361.0000.9990.9990.9990.9990.9991.0000.4440.356
ADFENANANANANANANANANANANANANANA

Model 419.034 (0.212)1.2690.049 (0.466)2.5220.0380.9650.9910.9790.9910.9620.9920.8950.4010.322
19.034 (0.212)1.2690.049 (0.466)2.5220.0380.9650.9910.9790.9910.9620.9920.8950.4010.322
MLE20.336 (0.159)1.3560.056 (0.393)2.5300.0390.9630.9890.9730.9890.9600.9890.8890.4000.321
GLSENANANANANANANANANANANANANANA
ULSENANANANANANANANANANANANANANA
ADFENANANANANANANANANANANANANANA

Model 524.849 (0.129)1.3810.058 (0.369)7.7950.0660.9560.9850.9700.9850.9490.9840.8890.4750.382
24.849 (0.129)1.3810.058 (0.369)7.7950.0660.9560.9850.9700.9850.9490.9840.8890.4750.382
MLE25.800 (0.104)1.4330.062 (0.325)7.7350.0660.9520.9830.9660.9830.9480.9830.8810.4740.381
GLSE23.627 (0.168)1.3130.056 (0.396)10.3290.0890.9530.9160.8320.9160.7700.9340.8830.3850.381
ULSENANANANANANANANANANANANANANA
ADFENANANANANANANANANANANANANANA

Model 624.105 (0.117)1.4180.061 (0.340)3.1340.0380.9570.9850.9680.9850.9520.9850.8870.4500.362
24.105 (0.117)1.4180.061 (0.340)3.1340.0380.9570.9850.9680.9850.9520.9850.8870.4500.362
MLE25.255 (0.089)1.4860.066 (0.289)3.1500.0390.9550.9830.9630.9830.9510.9830.8800.4490.361
GLSE22.717 (0.159)1.3360.055 (0.406)4.3390.0520.9550.9190.8280.9190.7860.9360.8810.3710.361
ULSENANANANANANANANANANANANANANA
ADFE15.871 (0.533)0.9340.000 (0.782)11.3320.0950.958NANANANANA0.888NA0.362

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