Larsvanderlaan

causalHAL

Adaptive debiased machine learning of treatment effects with the highly adaptive lasso

hte3

Causal machine learning pipeline using tlverse/sl3

causalCalibration

Code for causal isotonic calibration for heterogeneous treatment effects (appeared in ICML, 2023)

conformal

Larsvanderlaan.github.io

My website

npcausalML

tmle3

🎯🎓 Generalized Targeted Learning Framework

academicpages.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

autocausalML

correlates_reporting

Reproducible reporting workflow for immune correlates statistical analyses in COVID-19 vaccine efficacy trials

correlates_reporting2

Generalized reproducible reporting workflow for statistical analyses of candidate immune correlates of risk and protection in vaccine efficacy trials

correlates_reporting2-1

Generalized reproducible reporting workflow for statistical analyses of candidate immune correlates of risk and protection in vaccine efficacy trials

myCausalPackages

A GitHub repo containing R packages I've made for causal inference applications

hal9001

🤠 📿 The Highly Adaptive Lasso

Larsvanderlaan.github.ioOLD

npOddsRatio

npRR

npRR: Model-robust inference for the conditional relative risk function using targeted machine learning

oldwebsite

sl3

💪 🤔 Modern Super Learning using Pipelines

spCaseOnlyVE

Semiparametric inference for relative heterogeneous vaccine efficacy between strains in observational case-only studies

ThresholdTMLE

website