Other packages > Find by keyword >

SpatGC  

Bayesian Modeling of Spatial Count Data
View on CRAN: Click here


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

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

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



Attach the package and use:
library("SpatGC")
Maintained by
Mahsa Nadifar
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-04-25
Latest Update: 2024-04-25
Description:
Provides a collection of functions for preparing data and fitting Bayesian count spatial regression models, with a specific focus on the Gamma-Count (GC) model. The GC model is well-suited for modeling dispersed count data, including under-dispersed or over-dispersed counts, or counts with equivalent dispersion, using Integrated Nested Laplace Approximations (INLA). The package includes functions for generating data from the GC model, as well as spatially correlated versions of the model. See Nadifar, Baghishani, Fallah (2023) <doi:10.1007/s13253-023-00550-5>.
How to cite:
Mahsa Nadifar (2024). SpatGC: Bayesian Modeling of Spatial Count Data. R package version 0.1.0, https://cran.r-project.org/web/packages/SpatGC. Accessed 06 Mar. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited SpatGC R package
View SpatGC citation profile
Other R packages that SpatGC depends, imports, suggests or enhances
Complete documentation for SpatGC
Functions, R codes and Examples using the SpatGC R package
Full SpatGC package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

openxlsx  
Read, Write and Edit xlsx Files
Simplifies the creation of Excel .xlsx files by providing a high level interface to writing, stylin ...
Download / Learn more Package Citations See dependency  
solitude  
An Implementation of Isolation Forest
Isolation forest is anomaly detection method introduced by the paper Isolation based Anomaly Detecti ...
Download / Learn more Package Citations See dependency  
mlr3viz  
Visualizations for 'mlr3'
Visualization package of the 'mlr3' ecosystem. It features plots for mlr3 objects such as tasks, le ...
Download / Learn more Package Citations See dependency  
DatabionicSwarm  
Swarm Intelligence for Self-Organized Clustering
Algorithms implementing populations of agents that interact with one another and sense their environ ...
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  
lbfgs  
Limited-memory BFGS Optimization
A wrapper built around the libLBFGS optimization library by Naoaki Okazaki. The lbfgs package implem ...
Download / Learn more Package Citations See dependency  

26,264

R Packages

223,360

Dependencies

70,244

Author Associations

26,265

Publication Badges

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