Package: DESA 1.0.0

DESA: Detecting Epidemics using School Absenteeism

Provides a comprehensive framework for early epidemic detection through school absenteeism surveillance. The package offers three core functionalities: (1) simulation of population structures, epidemic spread, and resulting school absenteeism patterns; (2) implementation of surveillance models that generate alerts for impending epidemics based on absenteeism data and (3) evaluation of alert timeliness and accuracy through alert time quality metrics to optimize model parameters. These tools enable public health officials and researchers to develop and assess early warning systems before implementation. Methods are based on research published in Vanderkruk et al. (2023) <doi:10.1186/s12889-023-15747-z> and Ward et al. (2019) <doi:10.1186/s12889-019-7521-7>.

Authors:Vinay Joshy [aut, cre, cph], Zeny Feng [aut, cph, ths], Lorna Deeth [aut, cph, ths], Justin Slater [aut, cph, ths], Kayla Vanderkruk [aut, com, ctb]

DESA_1.0.0.tar.gz
DESA_1.0.0.zip(r-4.7)DESA_1.0.0.zip(r-4.6)DESA_1.0.0.zip(r-4.5)
DESA_1.0.0.tgz(r-4.6-any)DESA_1.0.0.tgz(r-4.5-any)
DESA_1.0.0.tar.gz(r-4.7-any)DESA_1.0.0.tar.gz(r-4.6-any)
DESA_1.0.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html
card.svg |card.png
DESA/json (API)
NEWS

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

Bug tracker:https://github.com/vjoshy/desa/issues

On CRAN:

Conda:

3.00 score 2 stars 3 scripts 561 downloads 13 exports 29 dependencies

Last updated from:5f647b7df6. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK170
source / vignettesOK190
linux-release-x86_64OK174
macos-release-arm64OK168
macos-oldrel-arm64OK172
windows-develOK120
windows-releaseOK116
windows-oldrelOK191
wasm-releaseOK120

Exports:alarm_metricsalarm_plot_databest_modelcatchment_simcompile_epicreate_alarm_metrics_summaryelementary_popeval_metricsplot_single_epidemicsimulate_householdsssirsubpop_childrensubpop_noChildren

Dependencies:clicpp11dplyrfarvergenericsggplot2gluegridExtragtableisobandlabelinglatticelifecyclemagrittrpillarpkgconfigpurrrR6RColorBrewerrlangS7scalestibbletidyselectutf8vctrsviridisLitewithrzoo