R Package multiPIM: A Causal Inference Approach to Variable Importance Analysis

We describe the R package multiPIM, including statistical background, functionality and user options. The package is for variable importance analysis, and is meant primarily for analyzing data from exploratory epidemiological studies, though it could certainly be applied in other areas as well. The...

Full description

Bibliographic Details
Main Authors: Stephan J Ritter, Nicholas P Jewell, Alan E Hubbard
Format: Article
Language:English
Published: Foundation for Open Access Statistics 2014-04-01
Series:Journal of Statistical Software
Online Access:http://www.jstatsoft.org/index.php/jss/article/view/2135