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Fundamentals of Order and Rank Statistics / by Iickho Song, So Ryoung Park, Wenyi Zhang, Seungwon Lee

1st ed. 2024.
出版者 (Cham : Springer Nature Switzerland : Imprint: Springer)
出版年 2024
本文言語 英語
大きさ XVI, 315 p. 138 illus., 48 illus. in color : online resource
著者標目 *Song, Iickho author
Park, So Ryoung author
Zhang, Wenyi author
Lee, Seungwon author
SpringerLink (Online service)
件 名 LCSH:Statistics 
FREE:Statistical Theory and Methods
FREE:Statistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences
一般注記 Preliminaries -- Order Statistics -- Rank Statistics -- Answers to Selected Exercises
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
HTTP:URL=https://doi.org/10.1007/978-3-031-50601-7
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Springer eBooks 9783031506017
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EB00236716

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データ種別 電子ブック
分 類 LCC:QA276-280
DC23:519.5
書誌ID 4001111168
ISBN 9783031506017

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