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Spatial and Spatio-temporal Bayesian Models with R - INLA

By: Marta Blangiardo,Michela Cameletti

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Spatial and Spatio-temporal Bayesian Models with R - INLA

By: Marta Blangiardo,Michela Cameletti

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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Page Count

322

Publisher

John Wiley & Sons

Published Date

ISBN 10

1118950194

ISBN 13

9781118950197

Spatial and Spatio-temporal Bayesian Models with R - INLA

By: Marta Blangiardo,Michela Cameletti

Write a review Read reviews Take a Quiz Solve Book Puzzle

Spatial and Spatio-temporal Bayesian Models with R - INLA

By: Marta Blangiardo,Michela Cameletti

Spatial and Spatio-Temporal Bayesian Models withR-INLA provides a much needed, practically oriented& innovative presentation of the combination of Bayesianmethodology and spatial statistics. The authors combine anintroduction to Bayesian theory and methodology with a focus on thespatial and spatio-temporal models used within the Bayesianframework and a series of practical examples which allow the readerto link the statistical theory presented to real data problems. Thenumerous examples from the fields of epidemiology, biostatisticsand social science all are coded in the R package R-INLA, which hasproven to be a valid alternative to the commonly used Markov ChainMonte Carlo simulations

Average ratings

N/A

5

0%

4

0%

3

0%

2

0%

1

0%

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Age

Page Count

320

Publisher

John Wiley & Sons

Published Date

ISBN 10

1118950216

ISBN 13

9781118950210

Book's by Marta Blangiardo

Spatial and Spatio-temporal Bayesian Models with R - INLA

Spatial and Spatio-temporal Bayesian Models with R - INLA

Spatial and Spatio-temporal Bayesian Models with R - INLA

Spatial and Spatio-temporal Bayesian Models with R - INLA

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