Package: aedseo 0.1.2.9000


Lasse Engbo Christiansen
aedseo: Automated and Early Detection of Seasonal Epidemic Onset and Burden Levels
A powerful tool for automating the early detection of seasonal epidemic onsets in time series data. It offers the ability to estimate growth rates across consecutive time intervals, calculate the sum of cases (SoC) within those intervals, and estimate seasonal onsets within user defined seasons. With use of a disease-specific threshold it also offers the possibility to estimate seasonal onset of epidemics. Additionally it offers the ability to estimate burden levels for seasons based on historical data. It is aimed towards epidemiologists, public health professionals, and researchers seeking to identify and respond to seasonal epidemics in a timely fashion. For reference on growth rate estimation, see Walling and Lipstich (2007) <doi:10.1098/rspb.2006.3754> and Obadia et al. (2012) <doi:10.1186/1472-6947-12-147>. Seasonal burden level calculations have been inspired by The Moving Epidemic Method (MEM), see Vega and Lozano (2012) <doi:10.1111/j.1750-2659.2012.00422.x>.
Authors:
aedseo_0.1.2.9000.tar.gz
aedseo_0.1.2.9000.zip(r-4.5)aedseo_0.1.2.9000.zip(r-4.4)aedseo_0.1.2.9000.zip(r-4.3)
aedseo_0.1.2.9000.tgz(r-4.5-any)aedseo_0.1.2.9000.tgz(r-4.4-any)aedseo_0.1.2.9000.tgz(r-4.3-any)
aedseo_0.1.2.9000.tar.gz(r-4.5-noble)aedseo_0.1.2.9000.tar.gz(r-4.4-noble)
aedseo_0.1.2.9000.tgz(r-4.4-emscripten)aedseo_0.1.2.9000.tgz(r-4.3-emscripten)
aedseo.pdf |aedseo.html✨
aedseo/json (API)
NEWS
# Install 'aedseo' in R: |
install.packages('aedseo', repos = c('https://ssi-dk.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/ssi-dk/aedseo/issues
Pkgdown site:https://ssi-dk.github.io
Last updated 16 hours agofrom:c0b762c907. Checks:6 OK, 3 NOTE. Indexed: yes.
Target | Result | Latest binary |
---|---|---|
Doc / Vignettes | OK | Mar 28 2025 |
R-4.5-win | NOTE | Mar 28 2025 |
R-4.5-mac | NOTE | Mar 28 2025 |
R-4.5-linux | NOTE | Mar 28 2025 |
R-4.4-win | OK | Mar 28 2025 |
R-4.4-mac | OK | Mar 28 2025 |
R-4.4-linux | OK | Mar 28 2025 |
R-4.3-win | OK | Mar 28 2025 |
R-4.3-mac | OK | Mar 28 2025 |
Exports:aedseoautoplotcombined_seasonal_outputepi_calendarfit_growth_ratefit_percentilesgenerate_seasonal_dataseasonal_burden_levelsseasonal_onsetto_time_seriestsd
Dependencies:backportscheckmateclicolorspacecpp11dplyrfansifarvergenericsggplot2gluegtableisobandlabelinglatticelifecyclelubridatemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigplyrpracmapurrrR6RColorBrewerRcpprlangscalesstringistringrtibbletidyselecttimechangeutf8vctrsviridisLitewithr
Automated Detection of Seasonal Epidemic Onset and Burden Levels in R
Rendered fromaedseo.Rmd
usingknitr::rmarkdown
on Mar 28 2025.Last update: 2025-03-11
Started: 2025-01-21
Seasonal Burden Levels
Rendered fromburden_levels.Rmd
usingknitr::rmarkdown
on Mar 28 2025.Last update: 2025-03-11
Started: 2025-01-28
Seasonal Epidemic Onset
Rendered fromseasonal_onset.Rmd
usingknitr::rmarkdown
on Mar 28 2025.Last update: 2025-03-11
Started: 2025-01-28
Simulate Seasonal Epidemic Waves
Rendered fromgenerate_seasonal_wave.Rmd
usingknitr::rmarkdown
on Mar 28 2025.Last update: 2025-03-28
Started: 2025-01-21