Package: tfCox
Type: Package
Title: Fits Piecewise Polynomial with Data-Adaptive Knots in Cox Model
Version: 0.1.0
Date: 2019-07-29
Authors@R: c(person("Jiacheng","Wu",email="wujiacheng1992@gmail.com", role=c("aut","cre")), person("Daniela","Witten",role=c("aut")), person("Taylor","Arnold",role=c("ctb")), person("Veeranjaneyulu", "Sadhanala", role=c("ctb")), person("Ryan", "Tibshirani", role=c("ctb")))
Description: 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.
License: GPL (>= 2)
Imports: Rcpp (>= 0.12.14), survival, stats
LinkingTo: Rcpp
NeedsCompilation: yes
Author: Jiacheng Wu [aut, cre], Daniela Witten [aut], Taylor Arnold
        [ctb], Veeranjaneyulu Sadhanala [ctb], Ryan Tibshirani [ctb]
Maintainer: Jiacheng Wu <wujiacheng1992@gmail.com>
Packaged: 2026-10-10 12:48:18 UTC; root
Repository: https://wujiacheng.r-universe.dev
Date/Publication: 2019-08-01 10:50:03 UTC
RemoteUrl: https://github.com/cran/tfCox
RemoteRef: HEAD
RemoteSha: 2ee11a883a8dc39e4b1dfd6988fc5dd014e650fe