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Polya Urn Models
Engelsk
Bogcover for Polya Urn Models af Hosam Mahmoud, 9781032477794
Specifikationer
Sprog:
Engelsk
Sider:
306
ISBN-13:
9781032477794
Indbinding:
Paperback
ISBN-10:
1032477792
Udg. Dato:
21 jan 2023
Størrelse i cm:
15,4 x 23,5 x 2,1
Oplagsdato:
21 jan 2023
Forfatter(e):

Polya Urn Models

Engelsk
Paperback 2023
Format:

Bog beskrivelse
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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Specifikationer
Sprog:
Engelsk
Sider:
306
ISBN-13:
9781032477794
Indbinding:
Paperback
ISBN-10:
1032477792
Udg. Dato:
21 jan 2023
Størrelse i cm:
15,4 x 23,5 x 2,1
Oplagsdato:
21 jan 2023
Forfatter(e):
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