To choice the best algorithm, calculation of
goodness of fit criteria were possibility via IBM SPSS 22 program.
However, the suitability of the present model in the study was in disagreement with the ARIMA (1,2,2) model found as the best forecasting model on the basis of
goodness of fit criteria like AIC, MAE, ME, MAPE, and RMSE by Amin et al.
On the other hand, Gbangboche, Glele-kakai, Salifou, Albuquerque, and Leroy (2008) compared the
goodness of fit of four non-linear growth models in West African Dwarf sheep and concluded that the Brody model provided the best fit.
Goodness of fit indexes for the global model and the improved model Fit Index Global Model Measures (All items, all dimensions) [chi square] 909.
Chi-square, SSE and SAE are other relative measures for comparing the
goodness of fit performance of estimated distributions models.
The measurement model based on the extraction of four reliable factors from the exploratory factor analysis has been examined for its
goodness of fit and further validation by confirmatory factor analysis.
Finally, the Parsimony
Goodness of Fit Index (PGFI) allows for the comparison of models in terms of their parsimony, placing the four-factor model with indirect g and first-order four-factor model as the best, while the two-factor GAI model and the four-factor with direct g model were placed at a second level (see Table 2).
006), and
goodness of fit index including RFI, NNFI (Non -Normed fit index), NFI (Normed Fit Index), AGFI (Adjusted
Goodness of fit index), PNFI(parsimony Normed fit index) is more than 0.
Table 5:
Goodness of fit criteria results for applied Gompertz and Logistic models
In the literature, various methods and criteria are proposed to establish the
goodness of fit of a model depending on the type of model.
Cucej, "A new
goodness of fit test for histograms regarding network traffic packet size process", in Proc.
The possible migration occupations are sorted by the
goodness of fit and output graphically.
