{"product_id":"the-conway-maxwell-poisson-distribution-9781108481106","title":"The Conway-Maxwell-Poisson Distribution","description":"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.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Kimberly F. Sellers\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Cambridge University Press\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 03\/09\/2023\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 250\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.52lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.00h x 6.00w x 0.94d\u003cbr\u003e\u003cb\u003eISBN:\u003c\/b\u003e 9781108481106","brand":"Cambridge University Press","offers":[{"title":"Hardcover","offer_id":40781861159027,"sku":"9.78111E+12","price":190.95,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0555\/9255\/0515\/products\/img_b33fcae6-cf46-42b3-8c97-511fa5766c8d.jpg?v=1680705398","url":"https:\/\/bookstorenmore.com\/en-de\/products\/the-conway-maxwell-poisson-distribution-9781108481106","provider":"Bookstore N More","version":"1.0","type":"link"}