Spatial Cluster Modelling - Brossura

 
9780367454913: Spatial Cluster Modelling
Brossura
ISBN 10: 0367454912 ISBN 13: 9780367454913
Casa editrice: Chapman and Hall/CRC, 2020

Sinossi

Research has generated a number of advances in methods for spatial cluster modelling in recent years, particularly in the area of Bayesian cluster modelling. Along with these advances has come an explosion of interest in the potential applications of this work, especially in epidemiology and genome research. In one integrated volume, this book reviews the state-of-the-art in spatial clustering and spatial cluster modelling, bringing together research and applications previously scattered throughout the literature. It begins with an overview of the field, then presents a series of chapters that illuminate the nature and purpose of cluster modelling within different application areas, including astrophysics, epidemiology, ecology, and imaging. The focus then shifts to methods, with discussions on point and object process modelling, perfect sampling of cluster processes, partitioning in space and space-time, spatial and spatio-temporal process modelling, nonparametric methods for clustering, and spatio-temporal cluster modelling. Many figures, some in full color, complement the text, and a single section of references cited makes it easy to locate source material. Leading specialists in the field of cluster modelling authored each chapter, and an introduction by the editors to each chapter provides a cohesion not typically found in contributed works. Spatial Cluster Modelling thus offers a singular opportunity to explore this exciting new field, understand its techniques, and apply them in your own research.

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Informazioni sull?autore

Andrew B. Lawson, David G.T. Denison

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Editore
Chapman and Hall/CRC
Data di pubblicazione
2020
Lingua
Inglese
ISBN 10 
0367454912
ISBN 13 
9780367454913
Rilegatura
Copertina flessibile
Numero edizione
1
Numero di pagine
308
Redattore
Lawson Andrew B., Denison David G.T.
Contatto del produttore
non disponibile
Persona responsabile
non disponibile

Altre edizioni note dello stesso titolo

9781584882664: Spatial Cluster Modelling

Edizione in evidenza

ISBN 10:  1584882662 ISBN 13:  9781584882664
Casa editrice: Chapman and Hall/CRC, 2002
Rilegato