rcage: Regionalization of Multiscale Spatial Processes

Regionalization of multiscale spatial processes based on a criterion for spatial aggregation error. The multiscale representation is a truncated Karhunen-Loaeve expansion using Obled-Creutin eigenfunctions. The method is incorporated within a Bayesian framework using an MCMC implementation of a latent spatial model. Bradley, J. R., Wikle, C. K., and Holan, S. H. (2017) <doi:10.1111/rssb.12179>.

Getting started

Package details

AuthorJonathan R. Bradley [aut], Christopher K. Wikle [aut], Scott H. Holan [aut], Shannon T. Holloway [aut, cre]
MaintainerShannon T. Holloway <shannon.t.holloway@gmail.com>
LicenseGPL-2
Version1.2
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("rcage")

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rcage documentation built on June 7, 2022, 1:07 a.m.