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PLStests (version 0.1.1)

Model Checking for High-Dimensional GLMs via Random Projections

Description

Provides methods for testing the goodness-of-fit of generalized linear models (GLMs) using random projections. It is specifically designed for high-dimensional scenarios where the number of predictors substantially exceeds the sample size. The statistical methodologies implemented in this package are detailed in the paper by Wen Chen and Falong Tan (2024, ).

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Install

install.packages('PLStests')

Monthly Downloads

4

Version

0.1.1

License

GPL-3

Maintainer

Wen Chen

Last Published

March 7th, 2025

Functions in PLStests (0.1.1)

PLStests

Model checking for high dimensional generalized linear models based on random projections
sonar_mines

Example Dataset: sonar_mines