Stepwise Selection for Large Data Sets

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Documentation for package ‘bigstep’ version 1.1.1

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aic AIC
backward Backward step
bic BIC
bigstep Model selection
fast_forward Fast-forward step
forward Forward step
get_model Get the model
maic mAIC
maic2 mAIC2
mbic mBIC
mbic2 mBIC2
multi_backward Multi-backward step
prepare_data Data preparation
reduce_matrix Reducing number of variables
stepwise Stepwise
summary.big Summarizing model fit