Other packages > Find by keyword >

bigDM  

Scalable Bayesian Disease Mapping Models for High-Dimensional Data
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("bigDM", "0.5.7")



Attach the package and use:
library("bigDM")
Maintained by
Aritz Adin
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-02-08
Latest Update: 2025-03-25
Description:
Implements several spatial and spatio-temporal scalable disease mapping models for high-dimensional count data using the INLA technique for approximate Bayesian inference in latent Gaussian models (Orozco-Acosta et al., 2021 ; Orozco-Acosta et al., 2023 and Vicente et al., 2023 ). The creation and develpment of this package has been supported by Project MTM2017-82553-R (AEI/FEDER, UE) and Project PID2020-113125RB-I00/MCIN/AEI/10.13039/501100011033. It has also been partially funded by the Public University of Navarra (project PJUPNA2001).
How to cite:
Aritz Adin (2022). bigDM: Scalable Bayesian Disease Mapping Models for High-Dimensional Data. R package version 0.5.7, https://cran.r-project.org/web/packages/bigDM. Accessed 03 Jul. 2026.
Previous versions and publish date:
0.4.1 (2022-02-08 16:40), 0.4.2 (2022-06-27 11:10), 0.5.0 (2022-10-28 13:47), 0.5.1 (2023-02-22 10:00), 0.5.2 (2023-07-20 10:00), 0.5.3 (2023-10-17 14:50), 0.5.4 (2024-05-30 17:20), 0.5.5 (2024-08-19 14:00), 0.5.6 (2025-03-25 10:30)
Other packages that cited bigDM R package
View bigDM citation profile
Other R packages that bigDM depends, imports, suggests or enhances
Complete documentation for bigDM
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

GaussSuppression  
Tabular Data Suppression using Gaussian Elimination
A statistical disclosure control tool to protect tables by suppression using the Gaussian eliminati ...
Download / Learn more Package Citations See dependency  
MANOVA.RM  
Resampling-Based Analysis of Multivariate Data and Repeated Measures Designs
Implemented are various tests for semi-parametric repeated measures and general MANOVA designs that ...
Download / Learn more Package Citations See dependency  
tabbycat  
Tabulate and Summarise Categorical Data
Functions for tabulating and summarising categorical variables. Most functions are designed to work ...
Download / Learn more Package Citations See dependency  
reportROC  
An Easy Way to Report ROC Analysis
Provides an easy way to report the results of ROC analysis, including: 1. an ROC curve. 2. the val ...
Download / Learn more Package Citations See dependency  
gap.datasets  
Datasets for 'gap'
Datasets associated with the 'gap' package. Currently, it includes an example data for regional ass ...
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  

27,653

R Packages

236,180

Dependencies

73,487

Author Associations

27,536

Publication Badges

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