To choice the best algorithm, calculation of
goodness of fit criteria were possibility via IBM SPSS 22 program.
Tables 4, 5 and 6 summarize the
goodness of fit statistics obtained for the five models studied.
These results, along with those referring to the
goodness of fit indexes, support the model that defines Job Satisfaction as a function of "job satisfaction in general", "satisfaction with the way work is done", "satisfaction with development opportunities" and "satisfaction with the relationship between the employer and the employee."
For inferential statistics the observed counts for all the attributes of the ten nominal variables were compared to their expected counts through Chisquare
goodness of fit test as univariate analysis.
The other two measures of
goodness of fit are the Adjusted
Goodness of Fit Index (AGFI), which is defined as AGFI = 1- C/d (1-GFI), and Bentley's Comparative Fit Index (CFI), which is defined as (CFI) = max((N-j) [f.sub.min] - [d.sub.min], o)/max ((N - k) [f.sub.o] - [d.sub.o], o), have values of .9539 and .9114 respectively.
Numerically, we evaluated sum of square of error (SSE), sum of absolute error (SAE), Chi- square
goodness of fit in addition to likelihood ratio test to estimate income size distribution models.
These classes of fit indices include discrepancy functions (chi-square test, relative chi-square, and RMS); comparing the target model with the null model (CFI, NFI, TFI, and IFI); information theory
goodness of fit measures (AIC, BCC, BIC and CAIC); and non-centrality fit measures (NCP).
Generally,
goodness of fit index places between zero and one.
In line with the study objectives, our results matched the expected values of
goodness of fit index defined in (16) by RMSR in all 3000 Monte Carlo simulations in the mentioned scenarios (Table 1).
According to the results of
goodness of fit in Gompertz and Logistic growth curve models the coefficient of determination (R2) and adjusted coefficient of determination (adj.R2) were detected above 0.996 in boot models for two genotype broilers.