SODA: Main and Interaction Effects Selection for Logistic Regression, Quadratic Discriminant and General Index Models

Documentation for package ‘sodavis’ version 1.2

mich_lung_xx	Gene expression data for Michigan lung cancer study in Beer et al. (2002)
mich_lung_yy	Gene expression data for Michigan lung cancer study in Beer et al. (2002)
pumadyn_isample_x	Pumadyn dataset
pumadyn_isample_y	Pumadyn dataset
pumadyn_osample_x	Pumadyn dataset
pumadyn_osample_y	Pumadyn dataset
soda	SODA algorithm for variable and interaction selection
soda_trace_CV	Calculate a trace of cross-validation error rate for SODA forward-backward procedure
s_soda	S-SODA algorithm for general index model variable selection
s_soda_model	S-SODA model estimation.
s_soda_pred	Predict the response y using S-SODA model.
s_soda_pred_grid	Predict the response y using S-SODA model in a 2-dimensional grid.