Hierarchical Modeling and Analysis for Spatial Data (2nd Edition) (Repost)
Hierarchical Modeling and Analysis for Spatial Data (2nd Edition) By Sudipto Banerjee, Bradley P. Carlin, Alan E. Gelfand
2014 | 584 Pages | ISBN: 1439819173 | PDF | 11 MB
2014 | 584 Pages | ISBN: 1439819173 | PDF | 11 MB
Since the publication of the first edition, the statistical landscape has substantially changed for analyzing space and space-time data. More than twice the size of its predecessor, Hierarchical Modeling and Analysis for Spatial Data, Second Edition reflects the major growth in spatial statistics as both a research area and an area of application. This second edition continues to provide a complete treatment of the theory, methods, and application of hierarchical modeling for spatial and spatiotemporal data. It tackles current challenges in handling this type of data, with increased emphasis on observational data, big data, and the upsurge of associated software tools. The authors also explore important application domains, including environmental science, forestry, public health, and real estate.