Doubly robust penalized G-estimator for the causal effect estimation of a time-varying exposure with a simultaneous selection of effect modifiers in structural nested models for repeated outcomes.
SelectionDictionary (R, Rshiny app coming soon)
Producing all permissible subset of variables that satisfy an arbitrary selection rules
USVS (Python, Gurobi)
Structural Best Subset Selection: a unified variable selection method that can incorporate any selection rules.
ct-SFTM (R)
Simulation code for continuous time-structural failure time model with intermittent treatment.
MDRTB_TMLE (R)
Transportable targeted learning
HybridControl-early (R)
Code of a massive simulation for assessing hybrid control methods (frequentist and Bayesian, existing and proposed) in early phase trials.