Other packages > Find by keyword >

AMISforInfectiousDiseases  

Implement the AMIS Algorithm for Infectious Disease Models
View on CRAN: Click here


Download and install AMISforInfectiousDiseases package within the R console
Install from CRAN:
install.packages("AMISforInfectiousDiseases")

Install from Github:
library("remotes")
install_github("cran/AMISforInfectiousDiseases")

Install by package version:
library("remotes")
install_version("AMISforInfectiousDiseases", "0.1.0")



Attach the package and use:
library("AMISforInfectiousDiseases")
Maintained by
Simon Spencer
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-01-20
Latest Update: 2025-01-20
Description:
Implements the Adaptive Multiple Importance Sampling (AMIS) algorithm, as described by Retkute et al. (2021, <doi:10.1214/21-AOAS1486>), to estimate key epidemiological parameters by combining outputs from a geostatistical model of infectious diseases (such as prevalence, incidence, or relative risk) with a disease transmission model. Utilising the resulting posterior distributions, the package enables forward projections at the local level.
How to cite:
Simon Spencer (2025). AMISforInfectiousDiseases: Implement the AMIS Algorithm for Infectious Disease Models. R package version 0.1.0, https://cran.r-project.org/web/packages/AMISforInfectiousDiseases. Accessed 13 Mar. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited AMISforInfectiousDiseases R package
View AMISforInfectiousDiseases citation profile
Other R packages that AMISforInfectiousDiseases depends, imports, suggests or enhances
Complete documentation for AMISforInfectiousDiseases
Functions, R codes and Examples using the AMISforInfectiousDiseases R package
Full AMISforInfectiousDiseases package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

gtop  
Game-Theoretically OPtimal (GTOP) Reconciliation Method
In hierarchical time series (HTS) forecasting, the hierarchical relation between multiple time serie ...
Download / Learn more Package Citations See dependency  
beezdemand  
Behavioral Economic Easy Demand
Facilitates many of the analyses performed in studies of behavioral economic demand. The package su ...
Download / Learn more Package Citations See dependency  
coalitions  
Bayesian "Now-Cast" Estimation of Event Probabilities in Multi-Party Democracies
An implementation of a Bayesian framework for the opinion poll based estimation of event probabilit ...
Download / Learn more Package Citations See dependency  
bzinb  
Bivariate Zero-Inflated Negative Binomial Model Estimator
Provides a maximum likelihood estimation of Bivariate Zero-Inflated Negative Binomial (BZINB) model ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
Rlabkey  
Data Exchange Between R and 'LabKey' Server
The 'LabKey' client library for R makes it easy for R users to load live data from a 'LabKey' Serve ...
Download / Learn more Package Citations See dependency  

26,293

R Packages

225,784

Dependencies

70,376

Author Associations

26,294

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA