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Lars van der Laan's Projects

causalcalibration icon causalcalibration

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

causalhal icon causalhal

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

correlates_reporting icon correlates_reporting

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

correlates_reporting2 icon correlates_reporting2

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

correlates_reporting2-1 icon correlates_reporting2-1

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

hal9001 icon hal9001

🤠 📿 The Highly Adaptive Lasso

mycausalpackages icon mycausalpackages

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

nprr icon nprr

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

sl3 icon sl3

💪 🤔 Modern Super Learning using Pipelines

spcaseonlyve icon spcaseonlyve

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

tmle3 icon tmle3

🎯🎓 Generalized Targeted Learning Framework

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