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


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



von: Kotz Samuel Kotz

210,00 €

Verlag: World Scientific Publishing
Format: PDF
Veröffentl.: 08.12.2004
ISBN/EAN: 9789812701282
Sprache: englisch
Anzahl Seiten: 308

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Beschreibungen

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 &quote;novel&quote; 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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