Sentence examples for criterion statistic from inspiring English sources

First, the Bayesian information criterion statistic for a solution with k classes should be lower than for a solution with k-1 classes, suggesting that adding additional classes improves model fit.

The goodness of fit Bayesian Information Criteria statistic (SBIC) was used to assess the need of a separate covariance matrix for each treatment.

Significant variables (p < 0.05) or variables that improved the fit of the model based on the Akaike information criteria statistic were retained in the model.

Estimation and rANOVA model optimization were based on a maximum-likelihood procedure using the Akaike information criterion (AIC) statistic.

The best-fitted model was selected from likelihood ratio (LR) tests and Akaike information criterion (AIC) statistic.

The selection of scales and number of degrees of freedom for the baseline spline function was made based on the Bayes information criterion (BIC) statistic.

The proportional chance criterion (PCC) statistic was used to estimate agreement on multiple diagnostic possibilities because it accounts for the prevalence of individual categories in the sample.

We assessed the fit of various GEE models with the quasi-likelihood under the independence model criterion (QIC) statistic (Pan 2001).

A backward stepwise model building strategy was used, selecting models based on fit, as determined by the Akaike information criterion (AIC) statistic, significance of terms included (P ≤ 0.05 was considered significant), and maximisation of the correct percentage classification of cases.

Exploratory, stratified, stepwise forward Cox regressions were performed, whereby baseline patient and tumor characteristics were added if two-sided p ≤ 0.05 with a likelihood ratio criterion test statistic has approximately a chi-square distribution with 1 degree of freedom.

All resulting models were evaluated for how well the model fit the data using a quasi-log-likelihood under the independence model information criterion (QIC) statistic for model selection [ 20].