دانلود کتاب Spatial and Spatio-temporal Bayesian Models with R-INLA

Name: Spatial and Spatio-temporal Bayesian Models with R-INLA
Availability: InStock
Author: Marta Blangiardo
ISBN: 1118326555, 9781118326558

by Marta Blangiardo, Michela Cameletti

عنوان فارسی: مدل بیزی مکانی و زمانی-مکانی با R- INLA
ناشر: Wiley
سال: 2015
زبان: انگلیسی
تعداد صفحه (نسخه چاپی - نسخه الکترونیکی): xii+308
شابک: 1118326555, 9781118326558
نوع فایل: PDF دانلود نرم افزار مطالعه
حجم: 26.00 مگابایت

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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