Free software developped at Stat4Reg

See also Stat4Reg github:

Covariate selection in causal inference:

CovSel and CovSelHigh: Model-free covariate selection (R-package)

Semiparametric Sufficient Dimenstion Reduction (SDR) for causal inference

SDRcausal (R-package)

Deep Neural Networks (DNN) for causal inference

DNNcausal (R-package)

Sensitivity analysis

ui (R-package)

hdim.ui  (R-package)

sensmediation (R-package)

Influence function based one-step estimator of ACE

a R shiny app for visualization of the one-step estimator of ACE (average causal effect of a treatment)

Benchmarking hospital performance:

RiskStandard (R-package) and ROC webtool

Semi-parametric estimators of truncated regression models:

truncSP (R-package)