JSS Journal of Statistical Software January 2013, Volume 52, Issue 4. http://www.jstatsoft.org/ lgcp : Inference with Spatial and Spatio-Temporal Log-Gaussian Cox Processes in R

JSS Journal of Statistical Software January 2013, Volume 52, Issue 4. http://www.jstatsoft.org/ lgcp : Inference with Spatial and Spatio-Temporal Log-Gaussian Cox Processes in R

This paper introduces an R package for spatial and spatio-temporal prediction and forecasting for log-Gaussian Cox processes. The main computational tool for these models is Markov chain Monte Carlo (MCMC) and the new package, lgcp, therefore also provides an extensible suite of functions for implem...

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Bibliographic Details
Main Authors: Benjamin M. Taylor, Tilman M. Davies, Barry S. Rowlingson, Peter J. Diggle
Format: Article
Language:English
Published: Foundation for Open Access Statistics 2013-01-01
Series:Journal of Statistical Software
Subjects:
Cox process
R
spatio-temporal point process
Online Access:http://www.jstatsoft.org/v52/i04/paper

Internet

http://www.jstatsoft.org/v52/i04/paper

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