现货Spatial and Spatio-Temporal Bayesian Models with R - Inla[9781118326558]

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作者Blangiardo, Marta ; Cameletti, Michela

出版社Wiley

ISBN9781118326558

出版时间2015-06

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纸张其他

页数320页

正文语种英语

上书时间2023-08-15

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商品描述: 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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