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

 
9786132688934: Conway-Maxwell-Poisson Distribution: Probability theory, Poisson distribution, Statistics, Count data, Overdispersion, Negative binomial distribution
Softcover
ISBN 10: 6132688935 ISBN 13: 9786132688934
Verlag: OmniScriptum, 2010

Inhaltsangabe

Please note that the content of this book primarily consists of articles available from Wikipedia or other free sources online. In probability theory and statistics, the Poisson distribution is the most common distribution used to model count data. However, due to the Poisson distribution''s reliance on a single parameter (the mean), data exhibiting overdispersion or underdispersion under the Poisson model must be modeled under alternative distributions to account for these statistically significant deviations. Typically, the negative binomial distribution is used to model data with over-dispersion, however the Conway–Maxwell–Poisson (CMP or COM-Poisson) distribution provides an improved, yet relatively unknown, alternative. In particular, the CMP distribution is suitable for over and under-dispersed data, and is a member of the exponential family, which has many favorable properties.

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Reseña del editor

Please note that the content of this book primarily consists of articles available from Wikipedia or other free sources online. In probability theory and statistics, the Poisson distribution is the most common distribution used to model count data. However, due to the Poisson distribution''s reliance on a single parameter (the mean), data exhibiting overdispersion or underdispersion under the Poisson model must be modeled under alternative distributions to account for these statistically significant deviations. Typically, the negative binomial distribution is used to model data with over-dispersion, however the Conway–Maxwell–Poisson (CMP or COM-Poisson) distribution provides an improved, yet relatively unknown, alternative. In particular, the CMP distribution is suitable for over and under-dispersed data, and is a member of the exponential family, which has many favorable properties.

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Verlag
OmniScriptum
Erscheinungsdatum
2010
Sprache
Englisch
ISBN 10 
6132688935
ISBN 13 
9786132688934
Einband
Tapa blanda
Anzahl der Seiten
68
Herausgeber
Miller Frederic P., Vandome Agnes F., McBrewster John
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Nicht verfügbar