PPSFS

PPSFS-package

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 (2022, tools:::Rd_expr_doi("10.4310/21-SII706")).

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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 (2022, <doi:10.4310/21-SII706>).

Zengchao Xu

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

Shan Luo

Zehua Chen

PPSFS-package function

Maintainer: Zengchao Xu <a href="/link/zengc.xu%40aliyun.com?package=PPSFS&version=0.1.1" data-mini-rdoc="PPSFS::zengc.xu@aliyun.com">zengc.xu@aliyun.com</a>
Authors:<ul>
<li>Shan Luo</li>
<li>Zehua Chen</li>
</ul>

Author

PPSFS: Partial Profile Score Feature Selection in High-Dimensional Generalized Linear Interaction Models — PPSFS-package

Maintainer: Zengchao Xu <a href='mailto:zengc.xu@aliyun.com'>zengc.xu@aliyun.com</a>
Authors:<ul>
<li>Shan Luo</li>
<li>Zehua Chen</li>
</ul>

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

Description

Arguments

Author

See Also