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cia

Learn and Apply Directed Acyclic Graphs for Causal Inference

v1.0.0 · Nov 13, 2024 · MIT + file LICENSE

Description

Causal Inference Assistance (CIA) for performing causal inference within the structural causal modelling framework. Structure learning is performed using partition Markov chain Monte Carlo (Kuipers & Moffa, 2017) and several additional functions have been added to help with causal inference. Kuipers and Moffa (2017) <doi:10.1080/01621459.2015.1133426>.

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OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026

Dependency Network

Dependencies Reverse dependencies bnlearn igraph doParallel foreach arrangements dplyr rlang fastmatch gRain patchwork tidyr cia

Version History

new 1.0.0 Mar 9, 2026