Resampling-Based Adaptive Model Selection


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Documentation for package ‘reams’ version 0.1

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reams-package Resampling-based adaptive model selection
bestmods Find best submodels of a full linear model
cic Covariance inflation criterion
cvic Cross-validation information criterion
eic Extended (bootstrap) information criterion
ic.min AIC, corrected AIC and BIC for all-subsets linear regression
reams Resampling-based adaptive model selection
scoremods Score best subsets by information criteria
xy Random generation of linear model matrix and outcomes