Sentence examples similar to variable selection in multivariate models using stepwise methods from inspiring English sources

Predictive variables with some association with vaccination (p<0.05) were tested in multivariate models using forward stepwise multivariable logistic regression and the likelihood ratio method.

All variables that are p<0.15 in the GLMM univariate analyses will be entered into multivariate models using a stepwise approach.

All variables with P < 0.10 in univariate analyses were entered into the multivariate logistic model using stepwise selection.

We selected variables for inclusion in models using a stepwise forward selection procedure.

Variable selection is second stage; we use stepwise regression analysis to choose the key variables been considered in the model.

We entered these variables in the multivariate logistic model using a stepwise strategy.

Variables associated in the univariate analysis with the intention to recommend the vaccine at p ≤ 0.20 were entered into the multivariate regression models using the stepwise selection technique.

Predictive variables, if significantly associated (P < 0.05) with the dependent variable in simple linear regression analysis, were included in multivariate model with forward stepwise selection.

The association of selected variables with outcome was assessed with a univariate Cox proportional hazards model, and the variables that were significant in the univariate model were then entered into a multivariate Cox model using a forward stepwise method.

Multivariate analysis was carried out by multiple regression analysis using stepwise selection method.

Variables with a probability value ≤0.10 in univariate analyses were included in the multivariate analysis using a stepwise method.