Sentence examples for stepwise regression approaches from inspiring English sources

This method provides better prediction and coefficient estimates closer to the true values, than traditional stepwise regression approaches, which impose no regularisation.

A rotated principal component analysis (RPCA) of both groundwater and precipitation data from October through April is used to define locations where aquifer levels show the greatest variability, with a stepwise regression approach used to define areas where rainfall and groundwater levels show the strongest association.

Three levels of adaptivity are carried out in this paper: 1) the truncated dimensionality for ANOVA component functions, 2) the active dimension technique especially for second- and higher-order parameter interactions, and 3) the stepwise regression approach designed to retain only the most influential polynomials in the PDD expansion.

Thirdly, we are well aware of the potential pitfalls [74] of the stepwise regression approach taken in our analysis.

This was carried out following a stepwise regression approach.

We will also apply a stepwise regression approach to assess robustness of our modeling strategy.

Final adjusted models were obtained with a forward stepwise regression approach.

One version was developed using a stepwise regression approach and the other using an item impact approach.

Second, a stepwise regression approach in both directions was applied including all variables, irrespective of their p-values in the univariate approach and interaction terms.

A backward stepwise regression approach was employed to eliminate all independent variables, for which the incremental F-test was not significant (p > 0.05) in both models.

Analyses for all SNPs were repeated adjusting for the most significant SNP to assess whether multiple independent causal variants were present (i.e. a forward stepwise regression approach).