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kathoffman (Kat Hoffman) · GitHub

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kathoffman/README.md

🎓 Biostatistics PhD student @ University of Washington

📝 Blog: KHstats

👾 CI-NYC contributions:

  • disability-chronic-pain: Independent and joint contributions of physical disability and chronic pain to incident opioid use disorder and opioid overdose among Medicaid patients (Hoffman et al. 2023).
  • lcmmtp-application: Illustrative application of inconsistent mediation: estimating the effect of delaying intubation on death through acute kidney injury in COVID-19 patients.

📈 Interests: non-parametric causal inference, statistics education, data visualization

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  1. causal-inference-visual-guides causal-inference-visual-guides Public

    A collection of visual guides to help applied scientists learn causal inference.

    306 27

  2. steroids-trial-emulation steroids-trial-emulation Public

    Tutorial for a target trial emulation with a time-varying exposure, time-dependent confounding, time-to-event outcome, and Sequentially Doubly Robust estimation (Hoffman et al. 2022).

    R 73 19

  3. lmtp-tutorial lmtp-tutorial Public

    Corresponding code guide to the tutorial paper "Introducing longitudinal modified treatment policies: a unified framework for studying complex exposures" (Hoffman et al., 2023)

    R 27 3

  4. swimmer-plots swimmer-plots Public

    Slides for my R/Medicine 2022 talk, "Making Swimmer Plots for Longitudinal Data using {ggplot}".

    HTML 12 2

  5. khstats-quarto khstats-quarto Public

    Trials and tribulations of redoing KHstats website in Quarto.

    HTML 9

  6. lida-comprisks lida-comprisks Public

    Code and synthetic data for the illustrative application of "Causal survival analysis under competing risks using longitudinal modified treatment policies" (Diaz, Hoffman, Hejazi 2022).

    R 6 1

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