Other packages > Find by keyword >

nimblewomble  

Bayesian Wombling using 'nimble'
View on CRAN: Click here


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

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

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



Attach the package and use:
library("nimblewomble")
Maintained by
Aritra Halder
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-04-09
Latest Update: 2025-04-09
Description:
A software package to perform Wombling, or boundary analysis, using the 'nimble' Bayesian hierarchical modeling environment. Wombling is used widely to track regions of rapid change within the spatial reference domain. Specific functions in the package implement Gaussian process models for point-referenced spatial data followed by predictive inference on rates of change over curves using line integrals. We demonstrate model based Bayesian inference using posterior distributions featuring simple analytic forms while offering uncertainty quantification over curves. For more details on wombling please see, Banerjee and Gelfand (2006) <doi:10.1198/016214506000000041> and Halder, Banerjee and Dey (2024) <doi:10.1080/01621459.2023.2177166>.
How to cite:
Aritra Halder (2025). nimblewomble: Bayesian Wombling using 'nimble'. R package version 0.1.0, https://cran.r-project.org/web/packages/nimblewomble. Accessed 12 Sep. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited nimblewomble R package
View nimblewomble citation profile
Other R packages that nimblewomble depends, imports, suggests or enhances
Complete documentation for nimblewomble
Functions, R codes and Examples using the nimblewomble R package
Full nimblewomble package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

electionsBR  
R Functions to Download and Clean Brazilian Electoral Data
Offers a set of functions to easily download and clean Brazilian electoral data from the Superior E ...
Download / Learn more Package Citations See dependency  
mixl  
Simulated Maximum Likelihood Estimation of Mixed Logit Models for Large Datasets
Specification and estimation of multinomial logit models. Large datasets and complex models are su ...
Download / Learn more Package Citations See dependency  
qdapTools  
Tools for the 'qdap' Package
A collection of tools associated with the 'qdap' package that may be useful outside of the context ...
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  
unikn  
Graphical Elements of the University of Konstanz's Corporate Design
Define and use graphical elements of corporate design manuals in R. The 'unikn' package provides col ...
Download / Learn more Package Citations See dependency  
NScluster  
Simulation and Estimation of the Neyman-Scott Type Spatial Cluster Models
Simulation and estimation for Neyman-Scott spatial cluster point process models and their extension ...
Download / Learn more Package Citations See dependency  

28,480

R Packages

239,283

Dependencies

75,677

Author Associations

28,481

Publication Badges

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