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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>.
| Version: | 1.0.0 |
| Depends: | R (≥ 4.0) |
| Imports: | Rcpp, splines, ggplot2, ggpubr, stats, tibble, rlang |
| LinkingTo: | Rcpp, RcppArmadillo |
| Suggests: | knitr, rmarkdown |
| Published: | 2023-10-17 |
| Author: | Lingfeng Luo [aut, cre], Wenbo Wu [aut], Kevin He [aut] |
| Maintainer: | Lingfeng Luo <lfluo at umich.edu> |
| BugReports: | https://github.com/UM-KevinHe/surtvep/issues |
| License: | GPL-3 |
| URL: | https://github.com/UM-KevinHe/surtvep, https://um-kevinhe.github.io/surtvep/ |
| NeedsCompilation: | yes |
| Materials: | README |
| CRAN checks: | surtvep results |
| Reference manual: | surtvep.pdf |
| Package source: | surtvep_1.0.0.tar.gz |
| Windows binaries: | r-devel: surtvep_1.0.0.zip, r-release: surtvep_1.0.0.zip, r-oldrel: surtvep_1.0.0.zip |
| macOS binaries: | r-release (arm64): surtvep_1.0.0.tgz, r-oldrel (arm64): surtvep_1.0.0.tgz, r-release (x86_64): surtvep_1.0.0.tgz, r-oldrel (x86_64): surtvep_1.0.0.tgz |
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These binaries (installable software) and packages are in development.
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