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portada Beyond Beta: Other Continuous Families of Distributions with Bounded Support and Applications
Type
Physical Book
Author
Publisher
Year
2004
Language
English
Pages
308
Format
Hardcover
Dimensions
23.6 x 15.6 x 2.2 cm
Weight
0.56 kg.
ISBN
9812561153
ISBN13
9789812561152
Categories

Beyond Beta: Other Continuous Families of Distributions with Bounded Support and Applications

Samuel Kotz (Author) · Johan Rene Van Dorp (Author) · World Scientific Publishing Company · Hardcover

Beyond Beta: Other Continuous Families of Distributions with Bounded Support and Applications - Kotz, Samuel ; Van Dorp, Johan Rene

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Synopsis "Beyond Beta: Other Continuous Families of Distributions with Bounded Support and Applications"

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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