ENGLISH

Spatial and Spatio-Temporal Bayesian Models with R-INLA

By Marta Blangiardo , Michela Cameletti

Book information

Publisher
Wiley
Year
2015
ISBN
1118326555, 9781118326558
Language
english
Format
PDF
Filesize
22 MB (22703075 bytes)
Edition
1
Pages
320\322
Time added
2018-06-27 08:52:55
Probability & Statistics;Applied;Mathematics;ScienUsed & Rental Textbooks;Specialty Boutique

Description

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

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