Spatial and Spatio-Temporal Bayesian Models With R-INLA

Spatial and Spatio-Temporal Bayesian Models with R-INLA provides a much needed, practically oriented & innovative presentation of the combination of Bayesian methodology and spatial statistics. The authors combine an introduction to Bayesian theory and methodology with a focus on the spatial and spatio--temporal models used within the Bayesian framework and a series of practical examples which allow the reader to link the statistical theory presented to real data problems. The numerous examples from the fields of epidemiology, biostatistics and social science all are coded in the R package R-INLA, which has proven to be a valid alternative to the commonly used Markov Chain Monte Carlo simulations

ISBN:	9781118326558
Publisher:	Wiley
Imprint:	John Wiley & Sons, Inc.
Published date:	12 May 2015
DEWEY:	519.542
DEWEY edition:	23
Language:	English
Number of pages:	xii, 308
Weight:	690g
Height:	158mm
Width:	237mm
Spine width:	21mm

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