Sentence examples for model fit improvement from inspiring English sources

Again, allowing interfactor correlation determines great model fit improvement.

Model fit improvement achieved by accounting for population heterogeneity suggests a higher risk of cancer incidence in the intervention group as compared with the control group.

Candidate paths involving conspicuous values (MI > 10) were then examined for the actual amount of model fit improvement and for the magnitude of the ensuing freely estimated coefficients.

In general, two-factor models were better, but none of the 35 models reached acceptable levels for all 5 indices, indicating that these models did not provide desired model fit improvement over the one-factor model.

A threshold on the quadratic distance was chosen in order to obtain about 25 clusters (Additional file 1: Figure S1-3), a number of profiles known to provide the greatest step in model fit improvement [ 70].

Interactions were retained in the final model if they improved the log likelihood of the model with a statistical significance of p < 0.05 based on the chi-squared test of model fit improvement.

The likehood ratio test statistic2 is LR = 2(1,667.901–1,617.122) = 101.558 which exceeds the critical value of the Chi-square distribution of 14.067 at the 95%% significance level on 7 degrees of freedom.3 The result indicates that Model 2 has model fit improvements and better results compared with Model 1.

When variables are added to a model the model fit improves, and this improvement has to be seen relative to the increase in model size.

Since non-factor causal worlds can differ importantly from factor-structured models, the progressive fit improvement provided by additional factors illustrates how models might achieve fit despite being seriously causally misspecified.

Nevertheless removing this item had no impact on global model fit, thus suggesting that improvement should be expected from a better translation of the original item.

> -wrap-foot> Cofparison of model fit showed no significant improvement in using the fully adjusted eight-item SEP trajectory Model 1 over the fully adjusted three-item SEP measure Model 2 (−2 ln likelihood ratio statistic = 3351.04 vs. 3346.62, respectively; difference of 4.32 on chi-squared test with 4 degrees of freedom, P = 0.36).