Package: parTimeROC 0.1.2

parTimeROC: Parametric Time-Dependent Receiver Operating Characteristic

Producing the time-dependent receiver operating characteristic (ROC) curve through parametric approaches. Tools for generating random data, fitting, predicting and check goodness of fit are prepared. The methods are developed from the theoretical framework of proportional hazard model and copula functions. Using this package, users can now simulate parametric time-dependent ROC and run experiment to understand the behavior of the curve under different scenario.

Authors:Faiz Azhar [aut, cre, cph], Adina Najwa Kamarudin [cph, ths], Universiti Teknologi Malaysia, UTM [cph], Universiti Malaya, UM [cph]

parTimeROC_0.1.2.tar.gz
parTimeROC_0.1.2.zip(r-4.7)parTimeROC_0.1.2.zip(r-4.6)parTimeROC_0.1.2.zip(r-4.5)
parTimeROC_0.1.2.tgz(r-4.6-x86_64)parTimeROC_0.1.2.tgz(r-4.6-arm64)parTimeROC_0.1.2.tgz(r-4.5-x86_64)parTimeROC_0.1.2.tgz(r-4.5-arm64)
parTimeROC_0.1.2.tar.gz(r-4.7-arm64)parTimeROC_0.1.2.tar.gz(r-4.7-x86_64)parTimeROC_0.1.2.tar.gz(r-4.6-arm64)parTimeROC_0.1.2.tar.gz(r-4.6-x86_64)
manual.pdf |manual.html✨
card.svg |card.png
parTimeROC/json (API)
NEWS

# Install 'parTimeROC' in R:

install.packages('parTimeROC', repos = c('https://faizazhar.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/faizazhar/partimeroc/issues

Uses libs:

c++– GNU Standard C++ Library v3

On CRAN:

cpp

2.70 score 1 stars 3 scripts 130 downloads 9 exports 122 dependencies

Last updated from:7b0e962b29. Checks:12 OK, 1 FAIL. Indexed: yes.

Target	Result	Time
linux-devel-arm64	OK	351
linux-devel-x86_64	OK	372
source / vignettes	OK	329
linux-release-arm64	OK	362
linux-release-x86_64	OK	372
macos-release-arm64	OK	400
macos-release-x86_64	OK	531
macos-oldrel-arm64	OK	287
macos-oldrel-x86_64	OK	640
windows-devel	OK	454
windows-release	OK	505
windows-oldrel	OK	412
wasm-release	FAIL	172

Exports:get.copula get.distributions rate_change rtimeroc timeroc_auc timeroc_fit timeroc_gof timeroc_obj timeroc_predict

Dependencies:abind actuar ADGofTest askpass assertthat backports bbmle bdsmatrix BH bit bit64 boot callr cellranger checkmate class cli clipr cpp11 crayon cubature curl data.table desc DescTools deSolve distributional dplyr e1071 Exact expint expm farver fastGHQuad fitdistrplus flexsurv forcats fs generics ggplot2 gld glue GofCens gridExtra gtable haven hms httr inline isoband jsonlite labeling lattice lifecycle lmom loo lsoda magrittr MASS Matrix MatrixModels matrixStats mgcv mime mnormt moments mstate muhaz mvtnorm nlme numDeriv openssl otel pillar pkgbuild pkgconfig posterior prettyunits processx progress proxy ps purrr quadprog quantreg QuickJSR R6 RColorBrewer Rcpp RcppArmadillo RcppEigen RcppParallel readr readxl rematch rlang rootSolve rstan rstantools rstpm2 rstudioapi S7 scales sn SparseM StanHeaders statmod stringi stringr survival sys tensorA tibble tidyr tidyselect tzdb utf8 vctrs VineCopula viridisLite vroom withr

Help page	Topics
The 'parTimeROC' package.	parTimeROC-package parTimeROC
get.copula	get.copula
get.distributions	get.distributions
print.fitTROC	print.fitTROC
print.TimeROC	print.TimeROC
rate_change	rate_change
rtimeroc	rtimeroc
timeroc_auc	timeroc_auc
timeroc_fit	timeroc_fit
timeroc_gof	timeroc_gof
timeroc_obj	timeroc_obj
timeroc_predict	timeroc_predict

Package: parTimeROC 0.1.2

parTimeROC: Parametric Time-Dependent Receiver Operating Characteristic

Citation

Development and contributors

Readme and manuals

Help Manual

Usage by other packages (reverse dependencies)