Package: surtvep 1.0.0
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>.
Authors:
surtvep_1.0.0.tar.gz
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surtvep.pdf |surtvep.html✨
surtvep/json (API)
# Install 'surtvep' in R: |
install.packages('surtvep', repos = c('https://um-kevinhe.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/um-kevinhe/surtvep/issues
- ExampleData - Example data with 2000 observations of 2 continuous variables
- ExampleDataBinary - Example data with 2000 observations of 2 binary variables
- StrataExample - Example data for stratified model illustration
- support - Study to Understand Prognoses Preferences Outcomes and Risks of Treatment
Last updated 9 months agofrom:7c2e7dde32. Checks:OK: 9. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Oct 22 2024 |
R-4.5-win-x86_64 | OK | Oct 22 2024 |
R-4.5-linux-x86_64 | OK | Oct 22 2024 |
R-4.4-win-x86_64 | OK | Oct 22 2024 |
R-4.4-mac-x86_64 | OK | Oct 22 2024 |
R-4.4-mac-aarch64 | OK | Oct 22 2024 |
R-4.3-win-x86_64 | OK | Oct 22 2024 |
R-4.3-mac-x86_64 | OK | Oct 22 2024 |
R-4.3-mac-aarch64 | OK | Oct 22 2024 |
Exports:baselinecoxtpcoxtvcv.coxtpget.tvcoefICtvef.phtvef.zerotvef.zero.time
Dependencies:abindbackportsbootbroomcarcarDataclicolorspacecorrplotcowplotcpp11DerivdoBydplyrfansifarverFormulagenericsggplot2ggpubrggrepelggsciggsignifgluegridExtragtableisobandlabelinglatticelifecyclelme4magrittrMASSMatrixMatrixModelsmgcvmicrobenchmarkminqamodelrmunsellnlmenloptrnnetnumDerivpbkrtestpillarpkgconfigpolynompurrrquantregR6RColorBrewerRcppRcppArmadilloRcppEigenrlangrstatixscalesSparseMstringistringrsurvivaltibbletidyrtidyselectutf8vctrsviridisLitewithr