intdag: Reconstruction of a Directed Acyclic Graph with Interventions

Provides intdag() for a constrained maximum likelihood estimate of a directed acyclic graph with intervention data. Also available is obsdag() for an estimate with observation data only, based on the method in the paper by Yuan, Shen and Pan (2018) <doi:10.1093/biomet/asy057>.

Getting started

Package details

AuthorSi Peng, Xiaotong Shen, Wei Pan
MaintainerSi Peng <[email protected]>
LicenseGPL (>= 2)
Version1.0.1
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("intdag")

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intdag documentation built on Oct. 9, 2019, 9:05 a.m.