coef.abessrpca: Extract sparse component from a fitted "'abessrpca'" object.

In abess: Fast Best Subset Selection

Extract sparse component from a fitted "abessrpca" object.

Description

This function provides estimated coefficients from a fitted "abessrpca" object.

Usage

## S3 method for class 'abessrpca'
coef(object, support.size = NULL, sparse = TRUE, ...)

Arguments

object	An "abessrpca" project.
support.size	An integer vector specifies the sparse matrix fitted at given support.size to be returned. If support.size = NULL, then the sparse matrix with the least tuning value would be returned. Default: support.size = NULL.
sparse	A logical value, specifying whether the coefficients should be presented as sparse matrix or not. Default: sparse = TRUE.
...	Other arguments.

Value

A list with length(support.size) number of dgCMatrix, each of which is the estimation the sparse component.

abess documentation built on April 11, 2025, 6:09 p.m.