tfCox
Fits Piecewise Polynomial with Data-Adaptive Knots in Cox Model
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.
- Version0.1.0
- R versionunknown
- LicenseGPL-2
- LicenseGPL-3
- Needs compilation?Yes
- Last release08/01/2019
Team
Jiacheng Wu
Daniela Witten
Show author detailsRolesAuthorTaylor Arnold
Show author detailsRolesContributorRyan Tibshirani
Show author detailsRolesContributorVeeranjaneyulu Sadhanala
Show author detailsRolesContributor
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- Imports2 packages
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