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Instead, the approach described in this work combines simplicity of the model with adequacy of fitting the data.
In order to verify the adequacy of fitting Poisson regression models to spontaneous abortion incidence, we verified the assumption that spontaneous abortion data are Poisson distributed.
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(iv) Checking the adequacy of fitted model by performing normal probability plot, and creating a model.
Checking the adequacy of fitted model by performing normal probability plot, and creating a model.
Accordingly, the value of correlation coefficients (R2 = 0.970 and adjusted-R2 = 0.935) obtained from analysis of variance confirmed the adequacy of fitted model.
Testing adequacy of fit (in addition to testing what is the best fitting model) is important as the best fitting model could still not fit the data adequately (Goldman 1993), and the use of models that do not fit the data adequately can drive the appearance of tree reconstruction artifacts.
After fitting the new linear model to a given data set, an assessment is made of the adequacy of fit.
The adequacy of fit of the above models (Eqs. 6 8) was tested by analysis of variance (ANOVA) (Tables 2, 3, 4).
Next, we evaluated the adequacy of fit for each model.
To obtain a measure of the adequacy of fit for each model, we adopted the criteria described by Voight et al. [41].
Because the χ2 test of exact model fit is strongly influenced by sample size, adequacy of fit of the latent factor models was evaluated by Bentler's comparative fit index (CFI), the Tucker-Lewis index (TLI), and the RMSEA.
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