The Conway-Maxwell-Poisson Distribution

While the Poisson distribution is a classical statistical model for count data, the distributional model hinges on...
$385.26 SGD
$385.26 SGD
SKU: 9781108481106
Product Type: Books
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Author: Kimberly F. Sellers
Format: Hardcover
Language: English
Subtotal: $385.26
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The Conway-Maxwell-Poisson Distribution by Sellers, Kimberly F.

The Conway-Maxwell-Poisson Distribution

$385.26

The Conway-Maxwell-Poisson Distribution

$385.26
Author: Kimberly F. Sellers
Format: Hardcover
Language: English
While the Poisson distribution is a classical statistical model for count data, the distributional model hinges on the constraining property that its mean equal its variance. This text instead introduces the Conway-Maxwell-Poisson distribution and motivates its use in developing flexible statistical methods based on its distributional form. This two-parameter model not only contains the Poisson distribution as a special case but, in its ability to account for data over- or under-dispersion, encompasses both the geometric and Bernoulli distributions. The resulting statistical methods serve in a multitude of ways, from an exploratory data analysis tool, to a flexible modeling impetus for varied statistical methods involving count data. The first comprehensive reference on the subject, this text contains numerous illustrative examples demonstrating R code and output. It is essential reading for academics in statistics and data science, as well as quantitative researchers and data analysts in economics, biostatistics and other applied disciplines.

Author: Kimberly F. Sellers
Publisher: Cambridge University Press
Published: 03/09/2023
Pages: 250
Binding Type: Hardcover
Weight: 1.52lbs
Size: 9.00h x 6.00w x 0.94d
ISBN: 9781108481106

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