dagitty: Graphical Analysis of Structural Causal Models

A port of the web-based software 'DAGitty', available at <http://dagitty.net>, for analyzing structural causal models (also known as directed acyclic graphs or DAGs). This package computes covariate adjustment sets for estimating causal effects, enumerates instrumental variables, derives testable implications (d-separation and vanishing tetrads), generates equivalent models, and includes a simple facility for data simulation.

Package details

AuthorJohannes Textor, Benito van der Zander, Ankur Ankan
MaintainerJohannes Textor <johannes.textor@gmx.de>
URL http://www.dagitty.net https://github.com/jtextor/dagitty
Package repositoryView on CRAN
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dagitty documentation built on Jan. 21, 2021, 5:07 p.m.