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This unique SpringerBrief presents statistical methods and tables not readily available in other publications. It begins with a review of the commonly used continuous and discrete probability distributions. Several useful distributions that are not so common and less understood are described with examples and applications in full detail: discrete normal, left-partial, right-partial, left-truncated normal, right-truncated normal, lognormal, bivariate normal, and bivariate lognormal. Table values are provided with examples that enable researchers to easily apply the distributions to real applications and sample data. The left- and right-truncated normal distributions offer a wide variety of shapes in contrast to the symmetrically shaped normal distribution, and a newly developed spread ratio enables analysts to determine which of the three distributions best fits a particular set of sample data.

Parametre knihy

Zaradenie knihy Knihy po anglicky Mathematics & science Mathematics Probability & statistics

• Celý názov: Probability Distributions
• Podnázov: Truncated, Log and Bivariate Extensions
• Autor: Nick T. Thomopoulos
• Jazyk: Angličtina
• Väzba: Brožovaná
• Počet strán: 100
• EAN: 9783319519715
• ISBN: 3319519719
• ID: 15530649
• Nakladateľ: Springer, Berlin
• Rozmery: 235 × 155 mm
• Dátum vydania: 01. September 2017

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