A review of multivariate distributions for count data derived from the Poisson distribution

The Poisson distribution has been widely studied and used for modeling univariate count‐valued data. However, multivariate generalizations of the Poisson distribution that permit dependencies have been far less popular. Yet, real‐world, high‐dimensional, count‐valued data found in word counts, genom...

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Bibliographic Details
Published in:	Wiley interdisciplinary reviews. Computational statistics Vol. 9; no. 3; pp. np - n/a
Main Authors:	Inouye, David I., Yang, Eunho, Allen, Genevera I., Ravikumar, Pradeep
Format:	Journal Article
Language:	English
Published:	Hoboken, USA John Wiley & Sons, Inc 01-05-2017 Wiley Subscription Services, Inc
Subjects:	Copulas Counting Crime Criminal statistics Data Data analysis Data processing Distribution Empirical analysis Graphical methods Graphical models High dimensional Mathematical models Modelling Multivariate Multivariate analysis Poisson Poisson distribution Poisson distributions Statistical analysis Statistical methods Statistics Texts Traffic accidents Traffic models Wire Copulas Poisson High Dimensional Graphical Models Multivariate
Online Access:	Get full text
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