kathoffman Goto Github PK

followers: 156.0 following: 16.0 repos: 37.0 gists: 3.0

Name: Kat Hoffman

Type: User

Company: University of Washington

Bio: Biostatistician and 1st year Biostatistics PhD student at the University of Washington

Twitter: kat_hoffman_

Location: Seattle, WA

Blog: khstats.com

🎓 1st year 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

Kat Hoffman's Projects

2019-05-09-rstatsnyc_git

Notes from NYR Conference git workshop with Daniel Chen.

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.

booklog

causal-club

Estimation code practice for WCM's Causal (Inference) Club :yellow_heart::orange_book::heart:

causal-inference-visual-guides

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

cedar

R functions to wrangle the Weill Cornell Medicine CEDAR ICU database.

gtforester

hoff-to-somewhere-new

Quarto blog of travel itineraries.

kathoffman

khoffman_website

Old website code.

khstats-portfolio

Personal website code (updated portfolio layout).

khstats-quarto

Trials and tribulations of redoing KHstats website in Quarto.

khstats_website

Personal website blogdown code

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-comprisks

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

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)

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

nyr-conf-comp-club

Highlights of the New York R Conference for WCM Computing Club Presentation

power_sims

The beginnings of a tutorial for building custom power simulations in R. Includes code for SLR power sim and presentation for WCM Biostatistics Computing Club.