In Cox's proportional hazard model, covariates are modeled as linear function and may not be flexible. This package implements additive trend filtering Cox proportional hazards model as proposed in Jiacheng Wu & Daniela Witten (2019) "Flexible and Interpretable Models for Survival Data", Journal of Computational and Graphical Statistics, <doi:10.1080/10618600.2019.1592758>. The fitted functions are piecewise polynomial with adaptively chosen knots.
Version: 0.1.0 Imports: Rcpp (≥ 0.12.14), survival, stats LinkingTo: Rcpp Published: 2019-08-01 DOI: 10.32614/CRAN.package.tfCox Author: Jiacheng Wu [aut, cre], Daniela Witten [aut], Taylor Arnold [ctb], Veeranjaneyulu Sadhanala [ctb], Ryan Tibshirani [ctb] Maintainer: Jiacheng Wu <wujiacheng1992 at gmail.com> License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] NeedsCompilation: yes CRAN checks: tfCox results Documentation: Downloads: Linking:Please use the canonical form https://CRAN.R-project.org/package=tfCox to link to this page.
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