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", "1.0.5")



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 1.0.5, https://cran.r-project.org/web/packages/womblR
Previous versions and publish date:
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)
Other packages that cited womblR R package
View womblR citation profile
Other R packages that womblR depends, imports, suggests or enhances
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

critpath  
Setting the Critical Path in Project Management
Solving the problem of project management using CPM (Critical Path Method), PERT (Program Evaluation ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
mistral  
Methods in Structural Reliability
Various reliability analysis methods for rare event inference (computing failure probability and qua ...
Download / Learn more Package Citations See dependency  
ftaproxim  
Fault Tree Analysis Based on Proxel Simulation
Calculation and plotting of instantaneous unavailabilities of basic events along with the top event ...
Download / Learn more Package Citations See dependency  
steepness  
Testing Steepness of Dominance Hierarchies
The steepness package computes steepness as a property of dominance hierarchies. Steepness is define ...
Download / Learn more Package Citations See dependency  
rdbnomics  
Download DBnomics Data
R access to hundreds of millions data series from DBnomics API (). ...
Download / Learn more Package Citations See dependency  

22,114

R Packages

188,080

Dependencies

55,244

Author Associations

22,115

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns