Tools for Post-Selection Inference

Documentation for package ‘selectiveInference’ version 1.1.3

coef.fs	Prediction and coefficient functions for forward stepwise regression
coef.lar	Prediction and coefficient functions for least angle regression
estimateSigma	Estimate the noise standard deviation in regression
factorDesign	Expand a data frame with factors to form a design matrix with the full binary encoding of each factor.
fixedLassoInf	Inference for the lasso, with a fixed lambda
forwardStop	ForwardStop rule for sequential p-values
fs	Forward stepwise regression
fsInf	Selective inference for forward stepwise regression
groupfs	Select a model with forward stepwise.
groupfsInf	Compute selective p-values for a model fitted by 'groupfs'.
lar	Least angle regression
larInf	Selective inference for least angle regression
manyMeans	Selective inference for many normal means
plot.fs	Plot function for forward stepwise regression
plot.lar	Plot function for least angle regression
predict.fs	Prediction and coefficient functions for forward stepwise regression
predict.groupfs	Prediction and coefficient functions for 'groupfs'. Make predictions or extract coefficients from a groupfs forward stepwise object.
predict.lar	Prediction and coefficient functions for least angle regression
scaleGroups	Center and scale design matrix by groups
selectiveInference	Tools for selective inference