Kat Hoffman's repositories
causal-inference-visual-guides
A collection of visual guides to help applied scientists learn causal inference.
steroids-trial-emulation
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).
lmtp-tutorial
Corresponding code guide to the tutorial paper "Introducing longitudinal modified treatment policies: a unified framework for studying complex exposures" (Hoffman et al., 2023)
swimmer-plots
Slides for my R/Medicine 2022 talk, "Making Swimmer Plots for Longitudinal Data using {ggplot}".
khstats-quarto
Trials and tribulations of redoing KHstats website in Quarto.
lida-comprisks
Code and synthetic data for the illustrative application of "Causal survival analysis under competing risks using longitudinal modified treatment policies" (Diaz, Hoffman, Hejazi 2022).
sot-sepsis-application
Code and synthetic data to run the analyses for "Effect of Sepsis on Death as Modified by Solid Organ Transplantation" (Ackerman et al., 2022). Exposure is sepsis upon ICU admission, effect modifier is solid organ transplant (SOT) status, outcome is time to 28-day mortality. Informative loss-to-follow-up by discharge from the hospital.
superlearning-wcm-cc
Presentation materials for WCM Computing Club talk.
uw-quarto-proj
Template for University of Washington classwork/projects.
advent_of_code
Advent of code challenges
amateur-art
Non-stats artwork (for referencing on KHstats)
baseballr
A package written for R focused on baseball analysis. Currently in development.
hoff-to-somewhere-new
Quarto blog of travel itineraries.
khstats-portfolio
Personal website code (updated portfolio layout).
khstats_website
Personal website blogdown code
lmtp-comprisks
:package: Non-parametric Causal Effects of Feasible Interventions Based on Modified Treatment Policies :crystal_ball:
lmtp_applied_examples
Examples using toy code for manipulating data for @nt-williams R package lmtp.
lmtp_comprisks
modifying nt-williams/lmtp for comp risks
quarto-uw
Revealjs University of Washington-themed Extension for Quarto
read-action
📚 This GitHub action tracks the books that you've read by updating the `_data/read.yml` file in your repository.
wcmtheme
HTML markdown theme for statistical reports generated by biostatisticians at Weill Cornell Medicine.