Top 3 R causal-inference Projects

lmtp

1 1 85 4.6 R

:package: Non-parametric Causal Effects Based on Modified Treatment Policies :crystal_ball:
Kargo

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causalglm

2 2 27 0.0 R

Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with targeted machine-learning
tmle3mopttx

3 1 13 0.0 R

🎯 💯 Targeted Learning and Variable Importance for the Causal Effect of an Optimal Individualized Treatment Intervention

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

R causal-inference discussion

R causal-inference related posts

Data Science and Marketing

5 projects | /r/datascience | 13 Apr 2022
[Q] Sensitivity of (Causal) Inference to Nonlinear Functional Form

1 project | /r/statistics | 28 Sep 2021
[D] Is there a such thing as "Prespective Statistical Models"?

1 project | /r/statistics | 21 Sep 2021
[Q] Should G-methods, IPTW always be used over traditional regression?

4 projects | /r/statistics | 12 Sep 2021

Index

What are some of the best open-source causal-inference projects in R? This list will help you:

#	Project	Stars
1	lmtp	85
2	causalglm	27
3	tmle3mopttx	13

R causal-inference

Top 3 R causal-inference Projects

lmtp

Kargo

causalglm

tmle3mopttx

R causal-inference discussion

R causal-inference related posts

Data Science and Marketing

[Q] Sensitivity of (Causal) Inference to Nonlinear Functional Form

[D] Is there a such thing as "Prespective Statistical Models"?

[Q] Should G-methods, IPTW always be used over traditional regression?

Index