Other packages > Find by keyword >

surtvep  

Cox Non-Proportional Hazards Model with Time-Varying Coefficients
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("surtvep", "1.0.0")



Attach the package and use:
library("surtvep")
Maintained by
Lingfeng Luo
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-10-17
Latest Update: 2023-10-17
Description:
Fit Cox non-proportional hazards models with time-varying coefficients. Both unpenalized procedures (Newton and proximal Newton) and penalized procedures (P-splines and smoothing splines) are included using B-spline basis functions for estimating time-varying coefficients. For penalized procedures, cross validations, mAIC, TIC or GIC are implemented to select tuning parameters. Utilities for carrying out post-estimation visualization, summarization, point-wise confidence interval and hypothesis testing are also provided. For more information, see Wu et al. (2022) <doi:10.1007/s10985-021-09544-2> and Luo et al. (2023) <doi:10.1177/09622802231181471>.
How to cite:
Lingfeng Luo (2023). surtvep: Cox Non-Proportional Hazards Model with Time-Varying Coefficients. R package version 1.0.0, https://cran.r-project.org/web/packages/surtvep. Accessed 23 Jul. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited surtvep R package
View surtvep citation profile
Other R packages that surtvep depends, imports, suggests or enhances
Complete documentation for surtvep
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

fitscape  
Classes for Fitness Landscapes and Seascapes
Convenient classes to model fitness landscapes and fitness seascapes. A low-level package with whic ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
gfcanalysis  
Tools for Working with Hansen et al. Global Forest Change Dataset
Supports analyses using the Global Forest Change dataset released by Hansen et al. gfcanalysis was ...
Download / Learn more Package Citations See dependency  
MixSIAR  
Bayesian Mixing Models in R
Creates and runs Bayesian mixing models to analyze biological tracer data (i.e. stable isotopes, fa ...
Download / Learn more Package Citations See dependency  
ODS  
Statistical Methods for Outcome-Dependent Sampling Designs
Outcome-dependent sampling (ODS) schemes are cost-effective ways to enhance study efficiency. In OD ...
Download / Learn more Package Citations See dependency  

27,889

R Packages

239,283

Dependencies

74,019

Author Associations

27,890

Publication Badges

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