Ensemble Methods for Survival Data with Time-Varying Covariates

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Documentation for package ‘LTRCforests’ version 0.5.0

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