Other packages > Find by keyword >

womblR  

Spatiotemporal Boundary Detection Model for Areal Unit Data
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("womblR", "1.0.6")



Attach the package and use:
library("womblR")
Maintained by
Samuel I. Berchuck
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-06-17
Latest Update: 2022-09-05
Description:
Implements a spatiotemporal boundary detection model with a dissimilarity metric for areal data with inference in a Bayesian setting using Markov chain Monte Carlo (MCMC). The response variable can be modeled as Gaussian (no nugget), probit or Tobit link and spatial correlation is introduced at each time point through a conditional autoregressive (CAR) prior. Temporal correlation is introduced through a hierarchical structure and can be specified as exponential or first-order autoregressive. Full details of the package can be found in the accompanying vignette. Furthermore, the details of the package can be found in "Diagnosing Glaucoma Progression with Visual Field Data Using a Spatiotemporal Boundary Detection Method", by Berchuck et al (2018), <doi:10.48550/arXiv.1805.11636>. The paper is in press at the Journal of the American Statistical Association.
How to cite:
Samuel I. Berchuck (2017). womblR: Spatiotemporal Boundary Detection Model for Areal Unit Data. R package version 1.0.6, https://cran.r-project.org/web/packages/womblR. Accessed 25 Aug. 2026.
Previous versions and publish date:
(2026-07-09 07:00), 1.0.0 (2017-06-17 16:55), 1.0.1 (2017-07-17 23:43), 1.0.2 (2017-09-12 21:09), 1.0.3 (2018-06-20 15:43), 1.0.4 (2018-12-04 20:50), 1.0.5 (2022-09-05 08:10)
Other packages that cited womblR R package
View womblR citation profile
Other R packages that womblR depends, imports, suggests or enhances
Complete documentation for womblR
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

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  
connectwidgets  
Organize and Curate Your Content Within 'Posit Connect'
A collection of helper functions and 'htmlwidgets' to help publishers curate content collections on ...
Download / Learn more Package Citations See dependency  
commonsMath  
JAR Files of the Apache Commons Mathematics Library
'Java' JAR files for the Apache Commons Mathematics Library for use by users and other packages. ...
Download / Learn more Package Citations See dependency  
hwep  
Hardy-Weinberg Equilibrium in Polyploids
Inference concerning equilibrium and random mating in autopolyploids. Methods are available to test ...
Download / Learn more Package Citations See dependency  
missDiag  
Comparing Observed and Imputed Values under MAR and MCAR
Implements the computation of discrepancy statistics summarizing differences between the density of ...
Download / Learn more Package Citations See dependency  

28,332

R Packages

239,283

Dependencies

75,113

Author Associations

28,333

Publication Badges

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