Package: exmort Title: All-Cause and Excess Mortality Calculator Version: 0.1.1.9000 Authors@R: c( person("Shanlong", "Ding", email = "dings@who.int", role = c("aut", "cre")), person("World Health Organization Regional Office for the Western Pacific", role = c("cph", "fnd"))) Description: An interactive 'shiny' application that estimates all-cause mortality and excess mortality from country-level weekly or monthly death counts, including separate monthly analyses by cause of death. 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) ) using periods outside the supplied events, estimates expected deaths across the observed series, 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(). License: GPL-3 Encoding: UTF-8 Language: en-GB Imports: base64enc, data.table, dplyr, DT, flextable, 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, withr, zoo Suggests: DSIR, officedown, testthat (>= 3.0.0), tinytex Config/testthat/edition: 3 SystemRequirements: pandoc (>= 1.14) for report rendering; a LaTeX installation (for example TinyTeX) is required only for PDF reports. VignetteBuilder: knitr URL: https://github.com/shanlong-who/exmort, https://shanlong-who.github.io/exmort/ BugReports: https://github.com/shanlong-who/exmort/issues Config/roxygen2/version: 8.0.0 Config/pak/sysreqs: libcairo2-dev cmake libfontconfig1-dev libfreetype6-dev libfribidi-dev make libharfbuzz-dev texlive libicu-dev libjpeg-dev libpng-dev libtiff-dev libuv1-dev libwebp-dev libxml2-dev libssl-dev zlib1g-dev Repository: https://shanlong-who.r-universe.dev Date/Publication: 2026-10-21 02:46:58 UTC RemoteUrl: https://github.com/shanlong-who/exmort RemoteRef: HEAD RemoteSha: 2774e32f883c9018db3036c6a0110b1cd50ddd79 NeedsCompilation: no Packaged: 2026-10-21 06:25:32 UTC; root Author: Shanlong Ding [aut, cre], World Health Organization Regional Office for the Western Pacific [cph, fnd] Maintainer: Shanlong Ding