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BinaryEMVS (version 0.1)

Variable Selection for Binary Data Using the EM Algorithm

Description

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.

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Version

Install

install.packages('BinaryEMVS')

Monthly Downloads

182

Version

0.1

License

GPL-3

Maintainer

John Snyder

Last Published

January 13th, 2016

Functions in BinaryEMVS (0.1)

data.sim

High Dimensional Correlated Data Generation
BinomialEMVS

Variable Selection For Binary Data Using The EM Algorithm