Ensemble Methods for Survival Data with Time-Varying Covariates

[Up] [Top]

Documentation for package ‘LTRCforests’ version 0.5.5

Help Pages

LTRCforests-package Constructs forest methods for left-truncated and right-censored (LTRC) survival data
ltrccif Fit a LTRC conditional inference forest
ltrcrrf Fit a LTRC relative risk forest
pbcsample Sample Mayo Clinic Primary Biliary Cirrhosis Data
predictProb Compute a Survival Curve from a LTRCCIF model or a LTRCRRF model
predictProb.ltrccif, Compute a Survival Curve from a LTRCCIF model or a LTRCRRF model
predictProb.ltrcrrf Compute a Survival Curve from a LTRCCIF model or a LTRCRRF model
print Print Summary Output of a ltrccif object or a ltrcrrf object
print.ltrccif, Print Summary Output of a ltrccif object or a ltrcrrf object
print.ltrcrrf Print Summary Output of a ltrccif object or a ltrcrrf object
sbrier_ltrc Model fit evaluation for LTRC forests.
tune.ltrccif Tune 'mtry' to the optimal value with respect to out-of-bag error for a LTRCCIF model
tune.ltrcrrf Tune 'mtry' to the optimal value with respect to out-of-bag error for a LTRCRRF model