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Spatial and Spatio-temporal Bayesian Models with R - INLA

Language EnglishEnglish
Book Hardback
Book Spatial and Spatio-temporal Bayesian Models with R - INLA Marta Blangiardo
Libristo code: 05343025
Publishers John Wiley & Sons Inc, May 2015
Spatial and Spatio-Temporal Bayesian Models with R-INLA provides a much needed, practically oriented... Full description
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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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About the book

Full name Spatial and Spatio-temporal Bayesian Models with R - INLA
Author Marta Blangiardo
Language English
Binding Book - Hardback
Date of issue 2015
Number of pages 320
EAN 9781118326558
ISBN 1118326555
Libristo code 05343025
Publishers John Wiley & Sons Inc
Weight 690
Dimensions 237 x 158 x 21

Categories

Mathematics & Science > Mathematics > Probability & statistics > Bayesian inference
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