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Spatial and Spatio-temporal Bayesian Models with R - INLA / Marta Blangiardo , Michela Cameletti

By: Contributor(s): Material type: TextTextLanguage: English Publication details: Chichester : John Wiley & Sons, Ltd , 2015Description: 308 Pages : Illustrations ; 24 cmISBN:
  • 9781118326558
Subject(s): LOC classification:
  • QA279.5 B53 2015
Summary: 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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Item type Current library Call number Copy number Status Barcode
Books Books Fayza Aboulnaga Central Library | مكتبة فايزة أبو النجا المركزية بالحرم الجامعي QA279.5 .B53 2015 (Browse shelf(Opens below)) C. 2 Available 10004418
Books Books Fayza Aboulnaga Central Library | مكتبة فايزة أبو النجا المركزية بالحرم الجامعي QA279.5 .B53 2015 (Browse shelf(Opens below)) C. 3 Available 10005887
Books Books Fayza Aboulnaga Central Library | مكتبة فايزة أبو النجا المركزية بالحرم الجامعي QA279.5 .B53 2015 (Browse shelf(Opens below)) C. 4 Available 10005894
Books Books Fayza Aboulnaga Central Library | مكتبة فايزة أبو النجا المركزية بالحرم الجامعي QA279.5 .B53 2015 (Browse shelf(Opens below)) C. 5 Available 10004425
Books Books Fayza Aboulnaga Central Library | مكتبة فايزة أبو النجا المركزية بالحرم الجامعي QA279.5 .B53 2015 (Browse shelf(Opens below)) C. 6 Available 10005888
Books Books Fayza Aboulnaga Central Library | مكتبة فايزة أبو النجا المركزية بالحرم الجامعي QA279.5 .B53 2015 (Browse shelf(Opens below)) C. 8 Available 10005889
Books Books Fayza Aboulnaga Central Library | مكتبة فايزة أبو النجا المركزية بالحرم الجامعي QA279.5 .B53 2015 (Browse shelf(Opens below)) C. 7 Available 10004423
Books Books Fayza Aboulnaga Central Library | مكتبة فايزة أبو النجا المركزية بالحرم الجامعي QA279.5 .B53 2015 (Browse shelf(Opens below)) C. 1 Available 10005891

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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