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VARSELECTEXPOSURE (version 1.0.3)
Variable Selection Methods Including an Exposure Variable
Description
Utilizes multiple variable selection methods to estimate Average Treatment Effect.
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Version
1.0.3
1.0.2
1.0.1
Install
install.packages('VARSELECTEXPOSURE')
Monthly Downloads
145
Version
1.0.3
License
GPL-2
Maintainer
Alex Martinez
Last Published
April 27th, 2023
Functions in VARSELECTEXPOSURE (1.0.3)
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FORWARD_EXPOSURE
Performs deviance-based forwards variable selection in logistic regression with an exposure
MCMC_LOGIT_KEEP
Obtains posterior samples from an MCMC algorithm to perform variable selection.
STEPWISE_EXPOSURE
Performs deviance-based stepwise variable selection in logistic regression with an exposure
LIKE
Obtains likelihood
BACKWARD_EXPOSURE
Performs deviance-based backwards variable selection in logistic regression with an exposure.