Using R for Bayesian Spatial and Spatio-Temporal Health...

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Using R for Bayesian Spatial and...

Using R for Bayesian Spatial and Spatio-Temporal Health Modeling

Name: Using R for Bayesian Spatial and Spatio-Temporal Health Modeling
ISBN: 9781003043997

Andrew B. Lawson

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"The book fills a void in the literature and available software, providing a crucial link for students and professionals alike to engage in the analysis of spatial and spatio-temporal health data from a Bayesian perspective using R. The book emphasizes the use of MCMC via Nimble, BRugs, and CARBAyes, but also includes INLA for comparative purposes. In addition, a wide range of packages useful in the analysis of geo-referenced spatial data are employed and code is provided. It will likely become a key reference for researchers and students from biostatistics, epidemiology, public health, and environmental science"--

Year:

2021

Publisher:

CRC Press

Language:

english

Pages:

284

ISBN 10:

1003043992

ISBN 13:

9781003043997