spBayes for Large Univariate and Multivariate Point-Referenced Spatio-Temporal Data Models

In this paper we detail the reformulation and rewrite of core functions in the spBayes R package. These efforts have focused on improving computational efficiency, flexibility, and usability for point-referenced data models. Attention is given to algorithm and computing developments that result in i...

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Bibliographic Details
Main Authors: Andrew O. Finley, Sudipto Banerjee, Alan E. Gelfand
Format: Article
Language:English
Published: Foundation for Open Access Statistics 2015-02-01
Series:Journal of Statistical Software
Online Access:http://www.jstatsoft.org/index.php/jss/article/view/2228