Handbook of Spatial Statistics

1. Auflage 2010
ISBN: 978-1-4200-7287-7
Verlag: Taylor & Francis Ltd (Sales)

Buch, Englisch, 620 Seiten, Format (B × H): 183 mm x 259 mm, Gewicht: 1279 g

Reihe: Chapman & Hall/CRC Handbooks of Modern Statistical Methods

Assembling a collection of very prominent researchers in the field, the Handbook of Spatial Statistics presents a comprehensive treatment of both classical and state-of-the-art aspects of this maturing area. It takes a unified, integrated approach to the material, providing cross-references among chapters.

The handbook begins with a historical introduction detailing the evolution of the field. It then focuses on the three main branches of spatial statistics: continuous spatial variation (point referenced data); discrete spatial variation, including lattice and areal unit data; and spatial point patterns. The book also contains a section on space–time work as well as a section on important topics that build upon earlier chapters.

By collecting the major work in the field in one source, along with including an extensive bibliography, this handbook will assist future research efforts. It deftly balances theory and application, strongly emphasizes modeling, and introduces many real data analysis examples.

Zielgruppe

Professional

Autoren/Hrsg.

Gelfand, Alan E

Diggle, Peter

Guttorp, Peter

Fuentes, Montserrat

Fachgebiete

• Mathematik | Informatik Mathematik Stochastik Wahrscheinlichkeitsrechnung
• Mathematik | Informatik Mathematik Stochastik Mathematische Statistik

Inhaltsverzeichnis

Introduction. Continuous Spatial Variation. Discrete Spatial Variation. Spatial Point Patterns. Spatio-Temporal Processes. Additional Topics. Index.

Über Autor(innen)

Alan E. Gelfand, Department of Statistical Science, Duke University, Durham, North Carolina, USA

Peter J. Diggle, School of Health and Medicine, Lancaster University, UK

Montserrat Fuentes, Department of Statistics, North Carolina State University, Raleigh, USA

Peter Guttorp, Department of Statistics, University of Washington, Seattle, USA, and Norwegian Computing Center, Oslo, Norway