Package: linelistBayes 1.0

linelistBayes: Bayesian Analysis of Epidemic Data Using Line List and Case Count Approaches

Provides tools for performing Bayesian inference on epidemiological data to estimate the time-varying reproductive number and other related metrics. These methods were published in Li and White (2021) <doi:10.1371/journal.pcbi.1009210>. This package supports analyses based on aggregated case count data and individual line list data, facilitating enhanced surveillance and intervention planning for infectious diseases like COVID-19.

Authors:Chad Milando [aut, cre], Tenglong Li [ctb], Laura White [ctb]

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linelistBayes.pdf |linelistBayes.html
linelistBayes/json (API)

# Install 'linelistBayes' in R:
install.packages('linelistBayes', repos = c('https://cmilando.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/cmilando/linelistbayes/issues

Uses libs:
  • openblas– Optimized BLAS
  • c++– GNU Standard C++ Library v3
Datasets:

On CRAN:

5.08 score 4 stars 2 scripts 443 downloads 18 exports 23 dependencies

Last updated 6 months agofrom:85ac016db4. Checks:OK: 9. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 31 2024
R-4.5-win-x86_64OKOct 31 2024
R-4.5-linux-x86_64OKOct 31 2024
R-4.4-win-x86_64OKOct 31 2024
R-4.4-mac-x86_64OKOct 31 2024
R-4.4-mac-aarch64OKOct 31 2024
R-4.3-win-x86_64OKOct 31 2024
R-4.3-mac-x86_64OKOct 31 2024
R-4.3-mac-aarch64OKOct 31 2024

Exports:backnow_cmconvert_to_linelistcreate_caseCountscreate_linelistdnbdummyfindmissget_mu_vecgetrlambdalogLikNBplot.backnowplot.caseCountspnbproprnbrun_backnowsi

Dependencies:clicodacpp11dplyrfansigenericsgluelatticelifecyclelubridatemagrittrpillarpkgconfigR6RcppRcppArmadillorlangtibbletidyselecttimechangeutf8vctrswithr

linelistBayes: an introduction

Rendered fromIntro.Rmdusingknitr::rmarkdownon Oct 31 2024.

Last update: 2024-05-02
Started: 2024-04-02