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Procrastinating
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Procrastinating
55 followers · 34 following

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nt-williams/README.md

Howdy

I'm a Senior Data Analyst at Columbia University. I'm mainly interested in causal inference and statistical computing in R and Julia.

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  1. lmtp lmtp Public

    📦 Non-parametric Causal Effects Based on Modified Treatment Policies 🔮

    R 55 16

  2. mlr3superlearner mlr3superlearner Public

    Super learner fitting and prediction using mlr3

    R 6 1

  3. crumble crumble Public

    Mediation Analysis Using Modified Treatment Policies, Recanting Twins, and Riesz Representers

    R 1

  4. codebreak codebreak Public

    A light weight codebook framework for R

    R 6

  5. mtpverse/imtp mtpverse/imtp Public

    📦 Incremental propensity score interventions as described in Nonparametric Causal Effects Based on Incremental Propensity Score Interventions (Kennedy, 2019)

    R 5 1

  6. adjrct adjrct Public

    Doubly-Robust and Efficient Estimators for Survival and Ordinal Outcomes in RCTs Without Proportional Hazards or Odds Assumptions 💊

    R 11