surtvep
Cox Non-Proportional Hazards Model with Time-Varying Coefficients
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.
- Version1.0.0
- R versionunknown
- LicenseGPL-3
- Needs compilation?Yes
- Last release10/17/2023
Documentation
Team
Lingfeng Luo
Wenbo Wu
Show author detailsRolesAuthorKevin He
Show author detailsRolesAuthor
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Last 30 days
This package has been downloaded 128 times in the last 30 days. More than a random curiosity, but not quite a blockbuster. Still, it's gaining traction! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 7 times.
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Last 365 days
This package has been downloaded 1,771 times in the last 365 days. That's enough downloads to impress a room full of undergrads. A commendable achievement indeed. The day with the most downloads was Jul 24, 2024 with 17 downloads.
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Dependencies
- Imports5 packages
- Suggests2 packages
- Linking To2 packages