eBook - ePub

Spatial and Spatio-temporal Bayesian Models with R - INLA

Name: Spatial and Spatio-temporal Bayesian Models with R - INLA
ISBN: 9781118950197

Marta Blangiardo,

Michela Cameletti,

English
ePUB (mobile friendly)
Available on iOS & Android

eBook - ePub

Spatial and Spatio-temporal Bayesian Models with R - INLA

Marta Blangiardo,

Michela Cameletti,

About this book

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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Yes, you can access Spatial and Spatio-temporal Bayesian Models with R - INLA by Marta Blangiardo,Michela Cameletti in PDF and/or ePUB format, as well as other popular books in Mathematics & Probability & Statistics. We have over one million books available in our catalogue for you to explore.