Sudipto Banerjee, Bradley P. Carlin, Alan E. Gelfand

Hierarchical Modeling and Analysis for Spatial Data (eBook, PDF)

• Format: PDF

Produktbeschreibung

Keep Up to Date with the Evolving Landscape of Space and Space-Time Data Analysis and ModelingSince 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 reflec

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Produktdetails

• Verlag: Taylor & Francis
• Seitenzahl: 584
• Erscheinungstermin: 12. September 2014
• Englisch
• ISBN-13: 9781439819180
• Artikelnr.: 57073772

Autorenporträt

Sudipto Banerjee, Bradley P. Carlin, Alan E. Gelfand

Inhaltsangabe

Overview of Spatial Data Problems. Basics of Point-Referenced Data Models.
Basics of Areal Data Models. Basics of Bayesian Inference. Spatial
Misalignment. Hierarchical Models for Point-Process Data. Hierarchical
Modeling for Univariate Spatial Data. Modeling Large Spatial and
Spatial-Temporal Data Sets. Multivariate Spatial Modeling. Special Topics.
Appendices. References. Author Index. Subject Index.