obliqueRSF: Oblique Random Survival Forests

Description Author(s)

Description

Oblique random survival forest are ensembles for right-censored survival data that incorporate linear combinations of input variables into random survival forests (see Ishwaran et al., 2008 <doi:10.1214/08-AOAS169>). Regularized Cox proportional hazard models (see Simon et al., 2016 <doi:10.18637/jss.v039.i05>) identify optimal linear combinations of input variables in each recursive partitioning step while building survival trees (see Bou-hamad et al., 2011 <doi: 10.1214/09-SS047>).

Author(s)

Byron C. Jaeger <[email protected]>


obliqueRSF documentation built on March 14, 2019, 1:06 a.m.