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DESCRIPTION
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DESCRIPTION
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Package: PPSFS
Type: Package
Title: Partial Profile Score Feature Selection in High-Dimensional
Generalized Linear Interaction Models
Version: 0.1.0
Date: 2022-03-19
Authors@R: c(
person("Zengchao", "Xu", role = c("aut", "cre"), email = "zengc.xu@aliyun.com"),
person("Shan", "Luo", role="aut"),
person("Zehua", "Chen", role="aut"))
Maintainer: Zengchao Xu <zengc.xu@aliyun.com>
Description:
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>).
URL: https://github.com/paradoxical-rhapsody/PPSFS
BugReports: https://github.com/paradoxical-rhapsody/PPSFS/issues
Imports: Rcpp, brglm2
LinkingTo: Rcpp, RcppArmadillo
License: GPL-3
Encoding: UTF-8
Language: en-US
Roxygen: list(load="source", markdown=TRUE)
RoxygenNote: 7.1.2