Other packages > Find by keyword >

spCP  

Spatially Varying Change Points
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("spCP", "1.4.0")



Attach the package and use:
library("spCP")
Maintained by
Samuel I. Berchuck
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-07-13
Latest Update: 2022-09-05
Description:
Implements a spatially varying change point model with unique intercepts, slopes, variance intercepts and slopes, and change points at each location. Inference is within the Bayesian setting using Markov chain Monte Carlo (MCMC). The response variable can be modeled as Gaussian (no nugget), probit or Tobit link and the five spatially varying parameter are modeled jointly using a multivariate conditional autoregressive (MCAR) prior. The MCAR is a unique process that allows for a dissimilarity metric to dictate the local spatial dependencies. Full details of the package can be found in the accompanying vignette. Furthermore, the details of the package can be found in the corresponding paper on arXiv by Berchuck et al (2018): "A spatially varying change points model for monitoring glaucoma progression using visual field data", <doi:10.48550/arXiv.1811.11038>.
How to cite:
Samuel I. Berchuck (2018). spCP: Spatially Varying Change Points. R package version 1.4.0, https://cran.r-project.org/web/packages/spCP. Accessed 10 Oct. 2026.
Previous versions and publish date:
(2026-07-09 07:06), 1.0 (2018-07-13 18:20), 1.1 (2018-11-28 19:00), 1.2 (2018-12-05 08:40), 1.3 (2022-09-05 08:20)
Other packages that cited spCP R package
View spCP citation profile
Other R packages that spCP depends, imports, suggests or enhances
Complete documentation for spCP
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

adespatial  
Multivariate Multiscale Spatial Analysis
Tools for the multiscale spatial analysis of multivariate data. Several methods are based on the us ...
Download / Learn more Package Citations See dependency  
keyATM  
Keyword Assisted Topic Models
Fits keyword assisted topic models (keyATM) using collapsed Gibbs samplers. The keyATM combines the ...
Download / Learn more Package Citations See dependency  
eoR  
Data Management Package (Exposure and Occurrence Data in R)
This data management package provides some helper classes for publicly available data sources (HMD, ...
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  
RPEnsemble  
Random Projection Ensemble Classification
Implements the methodology of "Cannings, T. I. and Samworth, R. J. (2017) Random-projection ensemble ...
Download / Learn more Package Citations See dependency  

28,989

R Packages

247,686

Dependencies

76,729

Author Associations

28,990

Publication Badges

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