Causal inference, graphical models and structure learning in Julia
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Mar 25, 2025 - Julia
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causal-inference
Here are 15 public repositories matching this topic...
Algorithms for quantifying associations, independence testing and causal inference from data.
entropy time-series julia julia-language network-inference hacktoberfest associations causal-inference mutual-information distance-correlation transfer-entropy conditional-mutual-information causal-graphs independence-testing cross-mapping predictive-asymmetry surrogate-data partial-mutual-information
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Jan 3, 2025 - Julia
A suite of Julia packages for difference-in-differences
julia economics econometrics causal-inference empirical-research difference-in-differences event-studies
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Apr 10, 2024 - Julia
Taking causal inference to the extreme!
sensitivity-analysis causal-inference extreme-learning-machine nonparametric-model r-learning metalearning observational-studies g-computation quasi-experimental causal-machine-learning interrupted-time-series assumption-check double-machine-learning x-learner s-learner t-learner doubly-robust debiased-machine-learning metalearner
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Dec 17, 2024 - Julia
Causal Inference with Invariant Prediction
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Dec 7, 2020 - Julia
A Julia implementation of the Targeted Minimum Loss-based Estimation
machine-learning statistics julia tmle targeted-learning causal-inference double-robust non-parametric-statistics
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Mar 22, 2025 - Julia
Regression-based multi-period difference-in-differences with heterogenous treatment effects
julia regression economics econometrics causal-inference fixed-effects empirical-research difference-in-differences event-studies
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Mar 11, 2022 - Julia
Base package for DiffinDiffs.jl
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Mar 11, 2022 - Julia
Causal Inference using Gaussian Processes with Structured Latent Confounders. Estimate treatment effects with Gaussian processes.
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Aug 24, 2022 - Julia
Synthetic difference in differences - Julia implementation of https://synth-inference.github.io/synthdid/
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May 4, 2023 - Julia
Fast Inference of Biological Networks from Directed Regulations (Findr) in Julia
bioinformatics genomics julia computational-biology gene-expression gene-network-inference statistical-genetics causal-inference gene-network biojulia multi-omics
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Jul 11, 2024 - Julia
Source code for the paper "Lifted Causal Inference in Relational Domains" (CLeaR 2024)
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Mar 14, 2024 - Julia
A molecular Mendelian Randomization tool
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Nov 10, 2024 - Julia
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Apr 17, 2021 - Julia
Contains the LLCB method from Weinstock* and Arce* et al., 2023
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Jul 24, 2024 - Julia
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