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DESCRIPTION
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DESCRIPTION
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Package: surtvep
Title: Cox Non-Proportional Hazards Model with Time-Varying Coefficients
Version: 1.0.0
URL: https://github.com/UM-KevinHe/surtvep,
https://um-kevinhe.github.io/surtvep/
BugReports: https://github.com/UM-KevinHe/surtvep/issues
Authors@R: c(
person("Lingfeng","Luo",role=c("aut","cre"),email="lfluo@umich.edu"),
person("Wenbo","Wu",role=c("aut"),email="wenbowu@umich.edu"),
person("Kevin","He",role=c("aut"),email="kevinhe@umich.edu")
)
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>.
License: GPL-3
Encoding: UTF-8
LazyData: true
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.2.3
LinkingTo:
Rcpp,
RcppArmadillo
Imports:
Rcpp,
splines,
ggplot2,
ggpubr,
stats,
tibble,
rlang
Depends:
R (>= 4.0)
Suggests:
knitr,
rmarkdown,
testthat (>= 3.0.0)
Config/testthat/edition: 3