Tools for Post-Selection Inference

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Documentation for package ‘selectiveInference’ version 1.2.5

• DESCRIPTION file.

Help Pages

coef.fs	Prediction and coefficient functions for forward stepwise regression
coef.lar	Prediction and coefficient functions for least angle regression
debiasingMatrix	Find an approximate inverse of a non-negative definite matrix.
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'.
predict.lar	Prediction and coefficient functions for least angle regression
randomizedLasso	Inference for the randomized lasso, with a fixed lambda
randomizedLassoInf	Inference for the randomized lasso, with a fixed lambda
ROSI	Relevant One-step Selective Inference for the LASSO
scaleGroups	Center and scale design matrix by groups
selectiveInference	Tools for selective inference
TG.interval	Truncated Gaussian confidence interval.
TG.limits	Truncation limits and standard deviation.
TG.pvalue	Truncated Gaussian p-value.