amei: Adaptive Management of Epidemiological Interventions

This package provides a flexible statistical framework for generating optimal epidemiological interventions that are designed to minimize the total expected cost of an emerging epidemic while simultaneously propagating uncertainty regarding underlying disease parameters through to the decision process via Bayesian posterior inference. The strategies produced through this framework are adaptive: vaccination schedules are iteratively adjusted to reflect the anticipated trajectory of the epidemic given the current population state and updated parameter estimates.

AuthorDaniel Merl <danmerl@gmail.com>, Leah R. Johnson <lrjohnson@uchicago.edu>, Robert B. Gramacy <rbgramacy@chicagobooth.edu>, and Marc S. Mangel <msmangel@ams.ucsc.edu>
Date of publication2013-12-13 21:57:38
MaintainerRobert B. Gramacy <rbgramacy@chicagobooth.edu>
LicenseGPL
Version1.0-7

View on CRAN

Files in this package

amei
amei/inst
amei/inst/CITATION
amei/inst/doc
amei/inst/doc/alt_trans.iRnw
amei/inst/doc/amei.Rnw
amei/inst/doc/pnas_mcmanage.iRnw
amei/inst/doc/pnas.iRnw
amei/inst/doc/amei.pdf
amei/src
amei/src/matrix.c
amei/src/Makevars
amei/src/epidemics.c
amei/src/ssdiff.c
amei/src/ssdiff.h
amei/src/state.h
amei/src/state.c
amei/src/epidemics.h
amei/src/matrix.h
amei/NAMESPACE
amei/demo
amei/demo/amei.R
amei/demo/00Index
amei/R
amei/R/manage.R amei/R/MC_util.R amei/R/MC.R amei/R/plots.R amei/R/print.R amei/R/plot_util.R amei/R/epi_mcmc.R
amei/vignettes
amei/vignettes/alt_trans.iRnw
amei/vignettes/amei.Rnw
amei/vignettes/pnas_mcmanage.iRnw
amei/vignettes/pnas.iRnw
amei/vignettes/jsslogo.jpg
amei/vignettes/amei.bib
amei/MD5
amei/DESCRIPTION
amei/ChangeLog
amei/man
amei/man/getcost.Rd amei/man/getpolicy.Rd amei/man/amei-internal.Rd amei/man/plot.optvac.Rd amei/man/epistep.Rd amei/man/plot.epiman.Rd amei/man/MCepi.Rd amei/man/MCmanage.Rd amei/man/amei-package.Rd amei/man/print.Rd amei/man/manage.Rd amei/man/optvac.Rd

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