The xgboost package survival model returns predictions on the hazard ratio scale (i.e., as HR = exp(marginal_prediction) in the proportional hazard function h(t) = h0(t) * HR. This quantity is equivalent to the type = "risk" in coxph. This package provides a thin wrapper that enables using the xgboost package to perform full survival curve estimation.
Package details |
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Author | Iyar Lin <iyarlin@gmail.com> |
Maintainer | Iyar Lin <iyarlin@gmail.com> |
License | GPL-2 |
Version | 1.0 |
Package repository | View on GitHub |
Installation |
Install the latest version of this package by entering the following in R:
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