Statistical Modelling by Exponential Families
(Part of the Institute of Mathematical Statistics Textbooks Series)
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Book Overview
This book is a readable, digestible introduction to exponential families, encompassing statistical models based on the most useful distributions in statistical theory, including the normal, gamma, binomial, Poisson, and negative binomial. Strongly motivated by applications, it presents the essential theory and then demonstrates the theory's practical potential by connecting it with developments in areas like item response analysis, social network...
Format:Paperback
Language:English
ISBN:1108701116
ISBN13:9781108701112
Release Date:October 2019
Publisher:Cambridge University Press
Length:296 Pages
Weight:0.96 lbs.
Dimensions:9.0" x 0.5" x 6.0"
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