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 18 Sep. 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

data360r  
Wrapper for 'TCdata360' and 'Govdata360' API
Makes it easy to engage with the Application Program Interface (API) of the 'TCdata360' and 'Govdat ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
hmeasure  
The H-Measure and Other Scalar Classification Performance Metrics
Classification performance metrics that are derived from the ROC curve of a classifier. The package ...
Download / Learn more Package Citations See dependency  
eyelinker  
Import ASC Files from EyeLink Eye Trackers
Imports plain-text ASC data files from EyeLink eye trackers into (relatively) tidy data frames for ...
Download / Learn more Package Citations See dependency  
injectoR  
R Dependency Injection
R dependency injection framework. Dependency injection allows a program design to follow the depend ...
Download / Learn more Package Citations See dependency  
downlit  
Syntax Highlighting and Automatic Linking
Syntax highlighting of R code, specifically designed for the needs of 'RMarkdown' packages like 'pk ...
Download / Learn more Package Citations See dependency  

28,565

R Packages

239,283

Dependencies

75,677

Author Associations

28,566

Publication Badges

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