software thumbnail Shiny web app for confounder selection

R Shiny package

Interactive confounder selection procedure in Guo and Zhao (2023)

software thumbnail reduceDAG

R package

Reduced DAG and g-formula for efficient estimation of average causal effects


R package

Hypothesis testing with multiple data splits and exchangeable p-values

software thumbnail eff2

R package

Efficient estimation total causal effects with iterated least squares


R package

Finite-sample tail Bounds of LRT under multinomial sampling

software thumbnail InvariantCausal.jl

Julia package

High-performance implementation of invariant causal prediction