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WhiteLabRt: Novel Methods for Reproduction Number Estimation,Back-Calculation, and Forecasting

A collection of functions related to novel methods for estimating R(t), created by the lab of Professor Laura White. Currently implemented methods include two-step Bayesian back-calculation and now-casting for line-list data with missing reporting delays, adapted in 'STAN' from Li (2021) <doi:10.1371/journal.pcbi.1009210>, and calculation of time-varying reproduction number assuming a flux between various adjacent states, adapted into 'STAN' from Zhou (2021) <doi:10.1371/journal.pcbi.1010434>.

Version:1.0.1
Depends:R (≥ 3.4.0)
Imports:methods,Rcpp (≥ 0.12.0),RcppParallel (≥ 5.0.1),rstan (≥2.18.1),rstantools (≥ 2.4.0)
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:knitr,rmarkdown
Published:2024-08-16
DOI:10.32614/CRAN.package.WhiteLabRt
Author:Chad Milando [aut, cre], Tenglong Li [ctb], Zhenwei Zhou [ctb], Laura White [ctb]
Maintainer:Chad Milando <cmilando at bu.edu>
License:MIT + fileLICENSE
NeedsCompilation:yes
SystemRequirements:GNU make
Language:en-US
Materials:README
CRAN checks:WhiteLabRt results

Documentation:

Reference manual:WhiteLabRt.html ,WhiteLabRt.pdf
Vignettes:Backcalculating Reporting Delays Distributions from Linelist Data (source,R code)
Spatial R(t) estimation with transfer estimates (source,R code)

Downloads:

Package source: WhiteLabRt_1.0.1.tar.gz
Windows binaries: r-devel:WhiteLabRt_1.0.1.zip, r-release:WhiteLabRt_1.0.1.zip, r-oldrel:WhiteLabRt_1.0.1.zip
macOS binaries: r-release (arm64):WhiteLabRt_1.0.1.tgz, r-oldrel (arm64):WhiteLabRt_1.0.1.tgz, r-release (x86_64):WhiteLabRt_1.0.1.tgz, r-oldrel (x86_64):WhiteLabRt_1.0.1.tgz
Old sources: WhiteLabRt archive

Linking:

Please use the canonical formhttps://CRAN.R-project.org/package=WhiteLabRtto link to this page.


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