obliqueRSF (0.1.1)

Oblique Random Forests for Right-Censored Time-to-Event Data.


Oblique random survival forests incorporate linear combinations of input variables into random survival forests (Ishwaran, 2008 ). Regularized Cox proportional hazard models (Simon, 2016 ) are used to identify optimal linear combinations of input variables.

Maintainer: Byron Jaeger
Author(s): Byron Jaeger [aut, cre]

License: GPL-3

Uses: data.table, dplyr, ggplot2, ggthemes, glmnet, missForest, pec, prodlim, purrr, Rcpp, rlang, scales, survival, tidyr

Released 9 months ago.