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Spatial and Spatio-temporal Bayesian Models with R - INLA

Language EnglishEnglish
E-book Adobe ePub DRM
E-book Spatial and Spatio-temporal Bayesian Models with R - INLA Michela Cameletti
Libristo code: 39917630
Publishers John Wiley & Sons Inc, April 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 Michela Cameletti, Marta Blangiardo
Language English
Binding E-book - Adobe ePub DRM
Date of issue 2015
EAN 9781118950197
Libristo code 39917630
Publishers John Wiley & Sons Inc

Categories

Mathematics & Science > Mathematics > Probability & statistics > Bayesian inference
Medicine & Nursing > Medicine: general issues > Public health & preventive medicine
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