kathoffman
Biostatistician and 2nd year Biostatistics PhD student at the University of Washington
University of WashingtonSeattle, WA
Pinned Repositories
causal-inference-visual-guides
A collection of visual guides to help applied scientists learn causal inference.
intro-to-lmtp-slides
Slide deck for 'An Introduction to Longitudinal Modified Treatment Policies' presentation.
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).
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)
Rproj-here-tutorial
Slides and interactive code for NYC R-Ladies June 2019 Lightning Talk and WCM Computing Club presentation.
sl3-demo
A demo of the R package sl3 for R-Ladies NYC Sept. 2019 Meetup
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).
swimmer-plots
Slides for my R/Medicine 2022 talk, "Making Swimmer Plots for Longitudinal Data using {ggplot}".
tmleplus
R functions to calculate effects from tmle, ltmle, survtmle, and SuperLearner fit objects.
kathoffman's Repositories
kathoffman/causal-inference-visual-guides
A collection of visual guides to help applied scientists learn causal inference.
kathoffman/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).
kathoffman/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)
kathoffman/swimmer-plots
Slides for my R/Medicine 2022 talk, "Making Swimmer Plots for Longitudinal Data using {ggplot}".
kathoffman/khstats-quarto
Trials and tribulations of redoing KHstats website in Quarto.
kathoffman/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).
kathoffman/sl3-demo
A demo of the R package sl3 for R-Ladies NYC Sept. 2019 Meetup
kathoffman/tmleplus
R functions to calculate effects from tmle, ltmle, survtmle, and SuperLearner fit objects.
kathoffman/intro-to-lmtp-slides
Slide deck for 'An Introduction to Longitudinal Modified Treatment Policies' presentation.
kathoffman/sixpack
core[lation] work
kathoffman/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.
kathoffman/superlearning-wcm-cc
Presentation materials for WCM Computing Club talk.
kathoffman/baseballr
A package written for R focused on baseball analysis. Currently in development.
kathoffman/cedar
R functions to wrangle the Weill Cornell Medicine CEDAR ICU database.
kathoffman/lmtp_comprisks
modifying nt-williams/lmtp for comp risks
kathoffman/snack
R functions for robust SE reporting
kathoffman/uw-quarto-proj
Template for University of Washington classwork/projects.
kathoffman/advent_of_code
Advent of code challenges
kathoffman/amateur-art
Non-stats artwork (for referencing on KHstats)
kathoffman/booklog
kathoffman/gtforester
kathoffman/hoff-to-somewhere-new
Quarto blog of travel itineraries.
kathoffman/kathoffman
kathoffman/khstats-portfolio
Personal website code (updated portfolio layout).
kathoffman/khstats_website
Personal website blogdown code
kathoffman/lmtp-comprisks
:package: Non-parametric Causal Effects of Feasible Interventions Based on Modified Treatment Policies :crystal_ball:
kathoffman/lmtp_applied_examples
Examples using toy code for manipulating data for @nt-williams R package lmtp.
kathoffman/quarto-uw
Revealjs University of Washington-themed Extension for Quarto
kathoffman/read-action
📚 This GitHub action tracks the books that you've read by updating the `_data/read.yml` file in your repository.
kathoffman/resume
resume for personal website