Probability Distributions : With Truncated, Log and Bivariate Extensions. 1st ed. 2018

種類:

電子ブック

責任表示:

by Nick T. Thomopoulos

出版情報:

Cham : Springer International Publishing : Imprint: Springer, 2018

著者名:

• Thomopoulos, Nick T.
• SpringerLink (Online service)

ISBN:

9783319760421 [3319760424]    

注記:

1. Continuous Distributions -- 2. Discrete Distributions -- 3. Standard Normal -- 4. Partial Expectation -- 5. Left Truncated Normal -- 6. Right Truncated Normal -- 7. Truncated Normal Spread Ratio -- 8. Bivariate Normal -- 9. Lognormal -- 10. Bivariate Normal.
This volume presents a concise and practical overview of 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. The book will be highly useful to anyone who does statistical and probability analysis. This in

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