# \#causal-inference

**URL:** https://discourse.julialang.org/tag/causal-inference/1514.md

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## [\[ANN\] CausalStructures.jl: a Julia package for causal graphs](https://discourse.julialang.org/t/ann-causalstructures-jl-a-julia-package-for-causal-graphs/139717)

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**Author:** [@BjarkeHautop](https://discourse.julialang.org/u/BjarkeHautop)\
**Replies:** 0\
**Last updated:** [September 28, 2026, 12:17pm UTC](https://discourse.julialang.org/t/ann-causalstructures-jl-a-julia-package-for-causal-graphs/139717 "2026-09-28T12:17:03Z")

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I’d like to share CausalStructures.jl, a package for causal graphs that I’ve been working on the last several months, and I just released 1.0. CausalStructures.jl supports DAGs, of course, but also their equivalence cla…

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## [Is the use of DAGs in causal inference commonplace?](https://discourse.julialang.org/t/is-the-use-of-dags-in-causal-inference-commonplace/108984)

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**Author:** [@mthelm85](https://discourse.julialang.org/u/mthelm85)\
**Replies:** 7\
**Last updated:** [March 10, 2024, 10:45am UTC](https://discourse.julialang.org/t/is-the-use-of-dags-in-causal-inference-commonplace/108984 "2024-03-10T10:45:09Z")

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A few years ago I worked through Richard McElreath’s Statistical Rethinking. In it, McElreath discusses the use of Directed Acyclic Graphs to specify/analyze causal models, briefly covers do-calculus, etc. I don’t work i…