Probability and random variables : theory and applications / Iickho Song, So Ryoung Park, Seokho Yoon.
Song, Iickho, author.; Park, So Ryoung, author.; Yoon, Seokho, author.
2022
QA273
Available Online

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Title Probability and random variables : theory and applications / Iickho Song, So Ryoung Park, Seokho Yoon.
Author Song, Iickho, author.
Uniform Title Theory of Random Variables. English
ISBN 9783030976798 (electronic bk.)
3030976793 (electronic bk.)
9783030976781 (print)
3030976785
9783030976804
3030976807
9783030976811
3030976815
DOI https://doi.org/10.1007/978-3-030-97679-8
Published Cham, Switzerland : Springer, 2022.
Language English
Description 1 online resource (xii, 496 pages) : illustrations (some color)
Other Standard Identifiers 10.1007/978-3-030-97679-8 doi
Call Number QA273
Dewey Decimal Classification 519.2
Summary This book discusses diverse concepts and notions -- and their applications -- concerning probability and random variables at the intermediate to advanced level. It explains basic concepts and results in a clearer and more complete manner than the extant literature. In addition to a range of concepts and notions concerning probability and random variables, the coverage includes a number of key advanced concepts in mathematics. Readers will also find unique results on e.g. the explicit general formula of joint moments and the expected values of nonlinear functions for normal random vectors. In addition, interesting applications of the step and impulse functions in discussions on random vectors are presented. Thanks to a wealth of examples and a total of 330 practice problems of varying difficulty, readers will have the opportunity to significantly expand their knowledge and skills. The book is rounded out by an extensive index, allowing readers to quickly and easily find what they are looking for. Given its scope, the book will appeal to all readers with a basic grasp of probability and random variables who are looking to go one step further. It also offers a valuable reference guide for experienced scholars and professionals, helping them review and refine their expertise.
Bibliography, etc. Note Includes bibliographical references and index.
Access Note Access limited to authorized users.
Source of Description Online resource; title from PDF title page (SpringerLink, viewed June 7, 2022).
Added Author Park, So Ryoung, author.
Yoon, Seokho, author.
Available in Other Form Probability and Random Variables: Theory and Applications
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Record Appears in Online Resources > Ebooks
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Preface
Chapter 1 - Preliminaries
Chapter 2 - Fundamentals of Probability
Chapter 3 - Random Variables
Chapter 4 - Random Vectors
Chapter 5 - Normal Random Vectors
Chapter 6 - Convergence of Random Variables
Answers to Selected Exercises
Index.

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