obliqueRSF: Oblique Random Survival Forests
In obliqueRSF: Oblique Random Forests for Right-Censored Time-to-Event Data
obliqueRSF R Documentation
Oblique Random Survival Forests
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 <bcjaeger@uab.edu>
obliqueRSF documentation built on Aug. 29, 2022, 1:07 a.m.
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| obliqueRSF | R Documentation |
Oblique Random Survival Forests
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 <bcjaeger@uab.edu>
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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