Spatial and Spatio-temporal Bayesia - E-book

eBook

Spatial And Spatio-temporal Bayesian Models With R - Inla - ENG

Marta Blangiardo

eBook

$1,540.00

Disponible

Información adicional
Sinopsis

ISBN:	9781118950197
Formato:	ePub
Idioma:	Inglés
Editorial:	Wiley Global Research (STMS)
Tema:	Matemáticas
Subtema:	Probabilidad y estadística análisis bayesiano
Año de publicación:	20150407

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

eBooks