Ensemble Methods for Survival Data with Time-Varying Covariates
Fit a LTRC conditional inference forest
Constructs forest methods for left-truncated and right-censored (LTRC)...
Fit a LTRC relative risk forest
Compute a Survival Curve from a LTRCCIF model or a LTRCRRF model
Print Summary Output of a ltrccif object or a ltrcrrf object
Model fit evaluation for LTRC forests.
Tune mtry to the optimal value with respect to out-of-bag error for ...
Tune mtry to the optimal value with respect to out-of-bag error for ...
Implements the conditional inference forest and relative risk forest algorithm to modeling left-truncated right-censored data with time-invariant covariates, and (left-truncated) right-censored survival data with time-varying covariates. It also provides functions to tune the parameters and evaluate the model fit. See Yao et al. (2022) <doi:10.1177/09622802221111549>.