SC.MEB: Spatial Clustering with Hidden Markov Random Field using Empirical Bayes

Spatial clustering with hidden markov random field fitted via EM algorithm, details of which can be found in Yi Yang (2021) <doi:10.1101/2021.06.05.447181>. It is not only computationally efficient and scalable to the sample size increment, but also is capable of choosing the smoothness parameter and the number of clusters as well.

Getting started

Package details

AuthorYi Yang [aut, cre], Xingjie Shi [aut], Jin Liu [aut]
MaintainerYi Yang <yygaosansiban@sina.com>
LicenseGPL-3
Version1.0
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("SC.MEB")

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SC.MEB documentation built on July 16, 2021, 9:06 a.m.