Software
Free software developped at Stat4Reg
See also Stat4Reg github: github.com/stat4reg
Covariate selection in causal inference:
Covariate selection in causal inference:
CovSel and CovSelHigh: Model-free covariate selection (R-package)
Benchmarking hospital performance:
Benchmarking hospital performance:
RiskStandard (R-package) and ROC webtool
Semi-parametric estimators of truncated regression models:
Semi-parametric estimators of truncated regression models:
Sensitivity analysis for mediation effects:
Sensitivity analysis for mediation effects:
Inference with (a) non-ignorable missing data, and (b) for causal parameters with unobserved confounders:
Inference with (a) non-ignorable missing data, and (b) for causal parameters with unobserved confounders:
Semiparametric Sufficient Dimenstion Reduction (SDR) for causal inference
Semiparametric Sufficient Dimenstion Reduction (SDR) for causal inference
Deep Neural Networks (DNN) for causal inference
Deep Neural Networks (DNN) for causal inference
