An easy-to-use and efficient tool to estimate infectious diseases parameters using serological data. Implemented models include SIR models (basic_sir_model(), static_sir_model(), mseir_model(), sir_subpops_model()), parametric models (polynomial_model(), fp_model()), nonparametric models (lp_model()), semiparametric models (penalized_splines_model()), hierarchical models (hierarchical_bayesian_model()). The package is based on the book "Modeling Infectious Disease Parameters Based on Serological and Social Contact Data: A Modern Statistical Perspective" (Hens, Niel & Shkedy, Ziv & Aerts, Marc & Faes, Christel & Damme, Pierre & Beutels, Philippe., 2013) <doi:10.1007/978-1-4614-4072-7>.
| Version: | 1.1.0 |
| Depends: | R (≥ 3.4.0) |
| Imports: | deSolve,dplyr,ggplot2,locfit,purrr,stringr,magrittr, methods,mgcv,mixdist,patchwork,assertthat,Rcpp (≥0.12.0),RcppParallel (≥ 5.0.1),rstan (≥ 2.18.1),rstantools (≥ 2.4.0),boot, stats4 |
| LinkingTo: | BH (≥ 1.66.0),Rcpp (≥ 0.12.0),RcppEigen (≥ 0.3.3.3.0),RcppParallel (≥ 5.0.1),rstan (≥ 2.18.1),StanHeaders (≥2.18.0) |
| Suggests: | covr,knitr,rmarkdown,bookdown,testthat (≥ 3.0.0) |
| Published: | 2025-04-09 |
| DOI: | 10.32614/CRAN.package.serosv |
| Author: | Anh Phan Truong Quynh [aut, cre], Nguyen Pham Nguyen The [aut], Long Bui Thanh [aut], Tuyen Huynh [aut], Thinh Ong |
| Maintainer: | Anh Phan Truong Quynh <anhptq at oucru.org> |
| BugReports: | https://github.com/OUCRU-Modelling/serosv/issues |
| License: | MIT + fileLICENSE |
| URL: | https://oucru-modelling.github.io/serosv/,https://github.com/OUCRU-Modelling/serosv |
| NeedsCompilation: | yes |
| SystemRequirements: | GNU make |
| Materials: | README,NEWS |
| CRAN checks: | serosv results |
| Package source: | serosv_1.1.0.tar.gz |
| Windows binaries: | r-devel:serosv_1.1.0.zip, r-release:serosv_1.1.0.zip, r-oldrel:serosv_1.1.0.zip |
| macOS binaries: | r-release (arm64):serosv_1.1.0.tgz, r-oldrel (arm64):serosv_1.1.0.tgz, r-release (x86_64):serosv_1.1.0.tgz, r-oldrel (x86_64):serosv_1.1.0.tgz |
| Old sources: | serosv archive |
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