CRAN/E | PPSFS

PPSFS

Partial Profile Score Feature Selection in High-Dimensional Generalized Linear Interaction Models

Installation

About

This is an implementation of the partial profile score feature selection (PPSFS) approach to generalized linear (interaction) models. The PPSFS is highly scalable even for ultra-high-dimensional feature space. See the paper by Xu, Luo and Chen (2021, doi:10.4310/21-SII706).

github.com/paradoxical-rhapsody/PPSFS
Bug report File report

Key Metrics

Version 0.1.0
Published 2022-03-21 769 days ago
Needs compilation? yes
License GPL-3
CRAN checks PPSFS results
Language en-US

Downloads

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Maintainer

Maintainer

Zengchao Xu

zengc.xu@aliyun.com

Authors

Zengchao Xu

aut / cre

Shan Luo

aut

Zehua Chen

aut

Material

README
NEWS
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Imports

Rcpp
brglm2

LinkingTo

Rcpp
RcppArmadillo