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{ "item_title" : "Beyond Beta", "item_author" : [" Samuel Kotz", "Johan René Van Dorp "], "item_description" : "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.", "item_img_path" : "https://covers1.booksamillion.com/covers/bam/9/81/256/115/9812561153_b.jpg", "price_data" : { "retail_price" : "114.00", "online_price" : "114.00", "our_price" : "114.00", "club_price" : "114.00", "savings_pct" : "0", "savings_amt" : "0.00", "club_savings_pct" : "0", "club_savings_amt" : "0.00", "discount_pct" : "10", "store_price" : "" } }
Beyond Beta|Samuel Kotz

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

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Overview

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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Details

  • ISBN-13: 9789812561152
  • ISBN-10: 9812561153
  • Publisher: World Scientific Publishing Company
  • Publish Date: December 2004
  • Dimensions: 9.28 x 6.14 x 0.85 inches
  • Shipping Weight: 1.23 pounds
  • Page Count: 308

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