R nonparametric-statistics

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

  • lmtp

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

  • vimp

    Perform inference on algorithm-agnostic variable importance (by bdwilliamson)

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  • causalglm

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

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 nonparametric-statistics related posts

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

    1 project | /r/statistics | 28 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 nonparametric-statistic projects in R? This list will help you:

Project Stars
1 lmtp 53
2 vimp 21
3 causalglm 17

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