kathoffman
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Tools for Flexible Survival Analysis Using Machine Learning
Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with targeted machine-learning
A curated list of awesome ggplot2 tutorials, packages etc.
Quasi-Oracle Estimation of Heterogeneous Treatment Effects
Code to analyze the direct and indirect effects through acute kidney injury (AKI) of a delay in intubation policy on COVID-19 mortality using the {lcmmtp} R package.
Repository for R package and website of replication diagnosis tools
A minimalist and elegant presentation theme for Quarto Reveal.js
Solutions to Linear Algebra Done Right, by Sheldon Axler.
NY R Conference wrapup presentation for WCMBCC: making slides with Quarto Reveal.js (adapted from Emil Hvitfeldt's 2023 NYR presentation)
R interface to NLM RxNorm API to get drug names and class based on RxCUI
📦 Incremental propensity score interventions as described in Nonparametric Causal Effects Based on Incremental Propensity Score Interventions (Kennedy, 2019)
Use RMarkdown to generate PDF Conference Posters via HTML
An updated R Markdown thesis template using the bookdown package
Longitudinal Mediation with Modified Treatment Policies
Super learner fitting and prediction using mlr3
Estimating the Effect of Plate Discipline Using a Causal Inference Framework: An Application of the G-Computation Algorithm
Corresponding code guide to the tutorial paper "Introducing longitudinal modified treatment policies: a unified framework for studying complex exposures" (Hoffman et al., 2023)
Develop a function to be incorporated into the R package 'icd' that will convert International Classification of Diseases codes from Ninth to Tenth revisions
Code and data to reproduce results in my COVID MTP analysis paper.
A ggplot interface for creating clincial trial swimlanes