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Spatial Cluster Modelling (Paperback)
Loot Price: R1,885
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Spatial Cluster Modelling (Paperback)
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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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