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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]
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 24 Apr. 2025.
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