Conway-Maxwell-Poisson Distribution : Probability theory, Poisson distribution, Statistics, Count data, Overdispersion, Negative binomial distribution

Language: English

Published by Omniscriptum, 2010

6132688935 / 9786132688934

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nach der Bestellung gedruckt Neuware - Printed after ordering - Please note that the content of this book primarily consists of articlesavailable from Wikipedia or other free sources online. In probabilitytheory and statistics, the Poisson distribution is the most commondistribution used to model count data. However, due to the Poissondistribution's reliance on a single parameter (the mean), dataexhibiting overdispersion or underdispersion under the Poisson modelmust be modeled under alternative distributions to account for thesestatistically significant deviations. Typically, the negative binomialdistribution is used to model data with over-dispersion, however theConway-Maxwell-Poisson (CMP or COM-Poisson) distribution provides animproved, yet relatively unknown, alternative. In particular, the CMPdistribution is suitable for over and under-dispersed data, and is amember of the exponential family, which has many favorable properties.

Seller Inventory # 9786132688934

Title
Conway-Maxwell-Poisson Distribution : Probability theory, Poisson distribution, Statistics, Count data, Overdispersion, Negative binomial distribution
Author
Frederic P. Miller
Publisher
Omniscriptum
Publication year
2010
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
6132688935
ISBN 13
9786132688934
Item weight
119 grams
Dimensions
220x150x5 mm

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