Probability and random variables : theory and applications / Iickho Song, So Ryoung Park, Seokho Yoon.
2022
QA273
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Online Access
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Unlimited
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Authorized users
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Can lend chapters, not whole ebooks
Details
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
3030976793 (electronic bk.)
9783030976781 (print)
3030976785
9783030976804
3030976807
9783030976811
3030976815
Published
Cham, Switzerland : Springer, 2022.
Language
English
Description
1 online resource (xii, 496 pages) : illustrations (some color)
Item Number
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.
Yoon, Seokho, author.
Available in Other Form
Probability and Random Variables: Theory and Applications
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Online Access
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Table of Contents
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.
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.