Stepwise Regression

Variable selection using stepwise regression

Classes

GeneralizedLinearModelGeneralized linear regression model class

Functions

stepwiseglmCreate generalized linear regression model by stepwise regression
fitglmCreate generalized linear regression model
addTermsAdd terms to generalized linear model
removeTermsRemove terms from generalized linear model
stepImprove generalized linear regression model by adding or removing terms
plotPartialDependenceCreate partial dependence plot (PDP) and individual conditional expectation (ICE) plots

Topics

Wilkinson Notation

Wilkinson notation provides a way to describe regression and repeated measures models without specifying coefficient values.