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Scan Statistics

Specificaties
Paperback, 372 blz. | Engels
Springer New York | 0e druk, 2010
ISBN13: 9781441931672
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Springer New York 0e druk, 2010 9781441931672
Onderdeel van serie Springer Series in Statistics
Verwachte levertijd ongeveer 9 werkdagen

Samenvatting

In many statistical applications, scientists have to analyze the occurrence of observed clusters of events in time or space. Scientists are especially interested in determining whether an observed cluster of events has occurred by chance if it is assumed that the events are distributed independently and uniformly over time or space. Scan statistics have relevant applications in many areas of science and technology including geology, geography, medicine, minefield detection, molecular biology, photography, quality control and reliability theory and radio-optics.

Specificaties

ISBN13:9781441931672
Taal:Engels
Bindwijze:paperback
Aantal pagina's:372
Uitgever:Springer New York
Druk:0

Inhoudsopgave

Introduction * Retrospective Scanning of Events over Time * Prospective Scanning of Events over Time * Success Scans in a Sequence of Trials * Higher Dimensional Scans * Scan Statistics in DNA Analysis * Approaches Used for derivations and approximations * Scanning N Uniform Distributed Points: Bounds * Approximations for the Conditional Case * Scanning Points in a Poisson Process * The Generalized Birthday Problem * Scan Statistics for a Sequence of Discrete i.i.d. Variables * Power * Testing for Clustering Superimposed on a Non-uniform Density * Multi-dimensional Case * Number of Clusters: Ordered Spacings * Extensions of the Scan Statistic

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        Scan Statistics