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-any)DESA_1.0.0.zip(r-4.6-any)DESA_1.0.0.zip(r-4.5-any)
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✨
DESCRIPTION |NEWS
card.svg |card.png
DESA/json (API)

# 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 516 downloads 13 exports 29 dependencies

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

TargetResultTimeFilesSyslog
linux-develOK151
source / vignettesOK205
linux-releaseOK192
macos-releaseOK190
macos-oldrelOK229
windows-develOK81
windows-releaseOK116
windows-oldrelOK109
wasm-releaseOK115

Exports:alarm_metricsalarm_plot_databest_modelcatchment_simcompile_epicreate_alarm_metrics_summaryelementary_popeval_metricsplot_single_epidemicsimulate_householdsssirsubpop_childrensubpop_noChildren

Dependencies:clicpp11dplyrfarvergenericsggplot2gluegridExtragtableisobandlabelinglatticelifecyclemagrittrpillarpkgconfigpurrrR6RColorBrewerrlangS7scalestibbletidyselectutf8vctrsviridisLitewithrzoo