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TPCselect (version 0.8.3)

Variable Selection via Threshold Partial Correlation

Description

A threshold partial correlation approach to selecting important variables in linear models of L. and others (2017) at , and in partial linear models of L. and others (2018) at . This package also extends the PC-simple algorithm of B. and others (2010) at to partial linear models.

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Version

Install

install.packages('TPCselect')

Monthly Downloads

23

Version

0.8.3

License

GPL-3

Maintainer

Cynthia Shao

Last Published

June 29th, 2023

Functions in TPCselect (0.8.3)

TPC_BIC

Variable Selection via Thresholded Partial Correlation
generate_toy_pldata

A function to generate toy partial linear model data
TPC_pl_BIC

Variable Selection via Thresholded Partial Correlation
TPC

Variable Selection via Thresholded Partial Correlation
TPC_pl

Variable Selection via Thresholded Partial Correlation