Find an approximate inverse of a non-negative definite matrix.
Estimate the noise standard deviation in regression
ForwardStop rule for sequential p-values
Plot function for forward stepwise regression
Plot function for least angle regression
Prediction and coefficient functions for forward stepwise
regression
Prediction and coefficient functions for groupfs
. Tools for selective inference
selectiveInference-internal
Internal PMA functions
Center and scale design matrix by groups
Selective inference for forward stepwise regression
Inference for the randomized lasso, with a fixed lambda
Select a model with forward stepwise.
Forward stepwise regression
Selective inference for least angle regression
Least angle regression
Compute selective p-values for a model fitted by groupfs
.
Selective inference for many normal means
Prediction and coefficient functions for least angle regression
Inference for the randomized lasso, with a fixed lambda
Relevant One-step Selective Inference for the LASSO
Expand a data frame with factors to form a design matrix with the full binary encoding of each factor.
Truncated Gaussian confidence interval.
Truncation limits and standard deviation.
Inference for the lasso, with a fixed lambda
Truncated Gaussian p-value.