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

Tarr, Garth; Muller, Samuel; Welsh, Alan


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
Source: Journal of Statistical Software
DOI: 10.18637/jss.v083.i09
Access Rights: Open Access


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