R targeted-learning

Open-source R projects categorized as targeted-learning
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Topics: causal-inference Machine Learning nonparametric-statistics Statistics robust-statistics
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Top 3 R targeted-learning Projects

  • lmtp

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

  • causalglm

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

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  • tmle3mopttx

    🎯 💯 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 targeted-learning related posts

Index

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

Project Stars
1 lmtp 53
2 causalglm 17
3 tmle3mopttx 10

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