文章基本信息

标题：Causal Inference Using Graphical Models with the R Package pcalg
本地全文：下载
作者：Markus Kalisch ; Martin Mächler ; Diego Colombo 等
期刊名称：Journal of Statistical Software
印刷版ISSN：1548-7660
电子版ISSN：1548-7660
出版年度：2012
卷号：47
期号：1
页码：1-26
语种：English
出版社：University of California, Los Angeles
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.