`install.packages('selectiveInference')`

533

1.2.5

GPL-2

September 7th, 2019

debiasingMatrix

Find an approximate inverse of a non-negative definite matrix.

estimateSigma

Estimate the noise standard deviation in regression

forwardStop

ForwardStop rule for sequential p-values

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

selectiveInference

Tools for selective inference

selectiveInference-internal

Internal PMA functions

scaleGroups

Center and scale design matrix by groups

fsInf

Selective inference for forward stepwise regression

randomizedLassoInf

Inference for the randomized lasso, with a fixed lambda

groupfs

Select a model with forward stepwise.

fs

Forward stepwise regression

larInf

Selective inference for least angle regression

lar

Least angle regression

groupfsInf

Compute selective p-values for a model fitted by

`groupfs`

.manyMeans

Selective inference for many normal means

predict.lar

Prediction and coefficient functions for least angle regression

randomizedLasso

Inference for the randomized lasso, with a fixed lambda

ROSI

Relevant One-step Selective Inference for the LASSO

factorDesign

Expand a data frame with factors to form a design matrix with the full binary encoding of each factor.

TG.interval

Truncated Gaussian confidence interval.

TG.limits

Truncation limits and standard deviation.

fixedLassoInf

Inference for the lasso, with a fixed lambda

TG.pvalue

Truncated Gaussian p-value.