Software
ThrEEBoost
ThrEEBoost is a boosting-based technique for prediction and variable selection which can be applied to any problem where inference would typically be based on an estimating equation. The paper describing the method will appear shortly in Journal of Computational and Graphical Statistics.
CNB
CNB (Censored Naive Bayes) is an adaptation of the Naive Bayes algorithm to estimate event probabilities with censored time-to-event data.
Or use command install_github("CNB","jwolfson") from the devtools package.
CNB paper (Statistics in Medicine, 2015)
medMatch
medMatch is an R package which can be used to perform sensitivity analysis for estimation of the natural direct effect
Or use command install_github("medMatch","jwolfson") from the devtools package.
CESens
CESens is an R package which provides a graphical interface for performing sensitivity analysis for causal effects in the context of evaluating the surrogate value of a biomarker.