Causal Inference Using Graphical Models with the<i>R</i>Package<b>pcalg</b> 论文

2012Journal of Statistical Software引用 538顶会
Bayesian Modeling and Causal InferenceData Analysis with R

摘要

The pcalg package for R can be used for the following two purposes: Causal structure learning and estimation of causal effects from observational data. In this document, we give a brief overview of the methodology, and demonstrate the package’s functionality in both toy examples and applications.