Skip navigation
Skip navigation

mplot: An R Package for Graphical Model Stability and Variable Selection Procedures

Tarr, Garth; Muller, Samuel; Welsh, Alan

Description

The mplot package provides an easy to use implementation of model stability and variable inclusion plots (Müller and Welsh 2010; Murray, Heritier, and Müller 2013) as well as the adaptive fence (Jiang, Rao, Gu, and Nguyen 2008; Jiang, Nguyen, and Rao 2009) for linear and generalized linear models. We provide a number of innovations on the standard procedures and address many practical implementation issues including the addition of redundant variables, interactive visualizations and the...[Show more]

CollectionsANU Research Publications
Date published: 2018
Type: Journal article
URI: http://hdl.handle.net/1885/160559
Source: Journal of Statistical Software
DOI: 10.18637/jss.v083.i09
Access Rights: Open Access

Download

File Description SizeFormat Image
01_Tarr_mplot%3A_An_R_Package_for_2018.pdf2.13 MBAdobe PDFThumbnail


This item is licensed under a Creative Commons License Creative Commons

Updated:  19 May 2020/ Responsible Officer:  University Librarian/ Page Contact:  Library Systems & Web Coordinator