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Polya Urn Models (Chapman & Hall/CRC Texts in Statistical Science) - Softcover

Buch 19 von 126: Chapman & Hall/CRC Texts in Statistical Science

Mahmoud, Hosam

 
9781032477794: Polya Urn Models (Chapman & Hall/CRC Texts in Statistical Science)
Softcover
ISBN 10: 1032477792 ISBN 13: 9781032477794
Verlag: Chapman and Hall/CRC, 2023

Inhaltsangabe

Incorporating a collection of recent results, Pólya Urn Models deals with discrete probability through the modern and evolving urn theory and its numerous applications.

The book first substantiates the realization of distributions with urn arguments and introduces several modern tools, including exchangeability and stochastic processes via urns. It reviews classical probability problems and presents dichromatic Pólya urns as a basic discrete structure growing in discrete time. The author then embeds the discrete Pólya urn scheme in Poisson processes to achieve an equivalent view in continuous time, provides heuristical arguments to connect the Pólya process to the discrete urn scheme, and explores extensions and generalizations. He also discusses how functional equations for moment generating functions can be obtained and solved. The final chapters cover applications of urns to computer science and bioscience.

Examining how urns can help conceptualize discrete probability principles, this book provides information pertinent to the modeling of dynamically evolving systems where particles come and go according to governing rules.

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Über die Autorin bzw. den Autor

Hosam Mahmoud

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Verlag
Chapman and Hall/CRC
Erscheinungsdatum
2023
Sprache
Englisch
ISBN 10 
1032477792
ISBN 13 
9781032477794
Einband
Taschenbuch
Auflage
1
Anzahl der Seiten
306
Kontakt zum Hersteller
Taylor and Francis
gpsr@taylorandfrancis.com

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München
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Deutschland