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BinaryEMVS: Variable Selection for Binary Data Using the EM Algorithm

Implements variable selection for high dimensional datasets with a binary response variable using the EM algorithm. Both probit and logit models are supported. Also included is a useful function to generate high dimensional data with correlated variables.

BinaryEMVS.pdf