Other packages > Find by keyword >

tfCox  

Fits Piecewise Polynomial with Data-Adaptive Knots in Cox Model
View on CRAN: Click here


Download and install tfCox package within the R console
Install from CRAN:
install.packages("tfCox")

Install from Github:
library("remotes")
install_github("cran/tfCox")

Install by package version:
library("remotes")
install_version("tfCox", "0.1.0")



Attach the package and use:
library("tfCox")
Maintained by
Jiacheng Wu
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-08-01
Latest Update: 2019-08-01
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.
How to cite:
Jiacheng Wu (2019). tfCox: Fits Piecewise Polynomial with Data-Adaptive Knots in Cox Model. R package version 0.1.0, https://cran.r-project.org/web/packages/tfCox. Accessed 26 Jun. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited tfCox R package
View tfCox citation profile
Other R packages that tfCox depends, imports, suggests or enhances
Complete documentation for tfCox
Functions, R codes and Examples using the tfCox R package
Some associated functions: negloglik . plot.cv_tfCox . plot.sim_dat . plot.tfCox . predict.tfCox . predict_best_lambda . summary.cv_tfCox . summary.tfCox . tfCox_choose_lambda . 
Some associated R codes: RcppExports.R . Rfunctions.R .  Full tfCox package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

infotheo  
Information-Theoretic Measures
Implements various measures of information theory based on several entropy estimators. ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
ggblanket  
Simplify 'ggplot2' Visualisation
Simplify 'ggplot2' visualisation with 'ggblanket' wrapper functions. ...
Download / Learn more Package Citations See dependency  
colormap  
Color Palettes using Colormaps Node Module
Allows to generate colors from palettes defined in the colormap module of 'Node.js'. (see ...
Download / Learn more Package Citations See dependency  
PoisBinOrdNor  
Data Generation with Poisson, Binary, Ordinal and Normal Components
Generation of multiple count, binary, ordinal and normal variables simultaneously given the marginal ...
Download / Learn more Package Citations See dependency  
tactile  
New and Extended Plots, Methods, and Panel Functions for 'lattice'
Extensions to 'lattice', providing new high-level functions, methods for existing functions, panel f ...
Download / Learn more Package Citations See dependency  

27,535

R Packages

236,180

Dependencies

73,223

Author Associations

27,536

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA