Fundamentals of Order and Rank Statistics
Song, Iickho, Park, So Ryoung, Zhang, Wenyi, Lee, Seungwon
Produktnummer:
18f40491dfab394686bf059e196786712b
Autor: | Lee, Seungwon Park, So Ryoung Song, Iickho Zhang, Wenyi |
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Themengebiete: | Correlation Coefficient Impulse Function Order Statistic Probability Density-Mass Function Rank Statistic Relative Distribution Score Function Step Function |
Veröffentlichungsdatum: | 25.04.2024 |
EAN: | 9783031506000 |
Sprache: | Englisch |
Seitenzahl: | 315 |
Produktart: | Gebunden |
Verlag: | Springer International Publishing |
Produktinformationen "Fundamentals of Order and Rank Statistics"
This book is devoted to the fundamentals of order and rank statistics. Primarily focusing on theoretical properties, it also discusses practical aspects, including interesting applications of step and impulse functions for the distribution of random variables, magnitudes, and signs. New concepts are introduced, such as independent and semi-identically distributed random vectors and probability density-mass functions. This book also presents an investigation of relative magnitudes in order statistics, and of correlation coefficients among signs, ranks, and magnitudes. The basic concepts are described in clear terms, and step-by-step details are provided for most of the presented mathematical results. The exposition is accompanied by numerous examples and more than 100 exercises, for which a complete solution manual is available. Providing a useful reference, and requiring only a basic understanding of probability and random variables, the book will appeal to a wide readership.

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