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
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
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

critpath  
Setting the Critical Path in Project Management
Solving the problem of project management using CPM (Critical Path Method), PERT (Program Evaluation ...
Download / Learn more Package Citations See dependency  
mistral  
Methods in Structural Reliability
Various reliability analysis methods for rare event inference (computing failure probability and qua ...
Download / Learn more Package Citations See dependency  
steepness  
Testing Steepness of Dominance Hierarchies
The steepness package computes steepness as a property of dominance hierarchies. Steepness is define ...
Download / Learn more Package Citations See dependency  
rdbnomics  
Download DBnomics Data
R access to hundreds of millions data series from DBnomics API (). ...
Download / Learn more Package Citations See dependency  
ftaproxim  
Fault Tree Analysis Based on Proxel Simulation
Calculation and plotting of instantaneous unavailabilities of basic events along with the top event ...
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  

22,114

R Packages

188,080

Dependencies

55,244

Author Associations

22,115

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns