<?xml version="1.0" encoding="UTF-8"?>
<oai_dc:dc xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
  <dc:title>All-Cause and Excess Mortality Calculator</dc:title>
  <dc:title>R package exmort version 0.1.0</dc:title>
  <dc:description>An interactive 'shiny' application that estimates all-cause
    mortality and excess mortality from country-level weekly or monthly death
    counts. Users supply observed deaths and an event calendar (for example
    COVID-19 waves or typhoons); the app fits one or more statistical
    baseline models (historical average, negative binomial regression,
    quasi-Poisson regression, zero-inflated Poisson regression, ARIMA
    (autoregressive integrated moving average) and SARIMA (seasonal ARIMA)
    models, GAM (generalized additive model) splines, and the model of
    Karlinsky and Kobak (2021) &lt;doi:10.7554/eLife.69336&gt;) on a user-defined
    baseline period, projects the expected deaths into the post-baseline
    period, and reports excess deaths, P-scores (excess deaths as a
    percentage of expected deaths) and confidence limits with tables, plots
    and downloadable reports. Launch the application with run_app().</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Imports: base64enc, data.table, dplyr, DT, forecast, ggplot2, ggrepel,
htmltools, ISOweek, kableExtra, knitr, lubridate, mgcv,
openxlsx, parallel, plotly, reactable, readxl, RColorBrewer,
reshape2, rmarkdown, scales, shiny, shinyalert,
shinycssloaders, shinyjs, stringr, tibble, tidyr, zoo</dc:relation>
  <dc:relation>Suggests: officedown, testthat (&gt;= 3.0.0), tinytex</dc:relation>
  <dc:creator>Shanlong Ding &lt;dings@who.int&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Shanlong Ding [aut, cre],
  World Health Organization Regional Office for the Western Pacific [cph,
    fnd]</dc:contributor>
  <dc:rights>GPL-3</dc:rights>
  <dc:date>2026-07-30</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=exmort</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.exmort</dc:identifier>
  <dc:language>en-GB</dc:language>
</oai_dc:dc>
