Beyond Beta: Other Continuous Families Of Distributions With Bounded Support And Applications

Beyond Beta: Other Continuous Families Of Distributions With Bounded Support And Applications
Author :
Publisher : World Scientific
Total Pages : 307
Release :
ISBN-10 : 9789814481243
ISBN-13 : 9814481246
Rating : 4/5 (246 Downloads)

Book Synopsis Beyond Beta: Other Continuous Families Of Distributions With Bounded Support And Applications by : Samuel Kotz

Download or read book Beyond Beta: Other Continuous Families Of Distributions With Bounded Support And Applications written by Samuel Kotz and published by World Scientific. This book was released on 2004-12-08 with total page 307 pages. Available in PDF, EPUB and Kindle. Book excerpt: Statistical distributions are fundamental to Statistical Science and are a prime indispensable tool for its applications. This monograph is the first to examine an important but somewhat neglected field — univariate continuous distribution on a bounded domain, excluding the beta distribution. It provides an elementary but thorough discussion of “novel” contributions developed in recent years, such as the two-sided power, generalized trapezoidal and generalized Topp and Leone distributions, among others. It discusses a general framework for constructing two-sided distributions and some of its properties. It contains a comprehensive chapter on the triangular distribution as well as a chapter on earlier extensions not emphasized in existing literature. Special attention is given to estimation, in particular, non-standard maximum likelihood procedures. The applications are drawn mainly from the econometric and engineering domains.


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