03414nam a22005655i 4500 978-3-031-58931-7 DE-He213 20251030112104.0 cr nn 008mamaa 240528s2024 sz | s |||| 0|eng d 9783031589317 978-3-031-58931-7 10.1007/978-3-031-58931-7 doi QA276-280 PBT bicssc MAT029000 bisacsh PBT thema Chattamvelli, Rajan. author. aut http://id.loc.gov/vocabulary/relators/aut 72609 Random Variables for Scientists and Engineers [electronic resource] / by Rajan Chattamvelli, Ramalingam Shanmugam. 1st ed. 2024. Cham : Springer Nature Switzerland : Imprint: Springer, 2024. XIII, 151 p. 12 illus., 10 illus. in color. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Synthesis Lectures on Engineering, Science, and Technology, 2690-0327 Mathematical Expectation -- Functions of Random Variables -- Joint and Conditional Distributions. This book provides an overview of random variables (RVs) and their applications. The authors begin with mathematical expectation, cumulative distribution function, and functions of RVs, and some applications of conditional expectation follow. The book then discusses transformations of RVs and a simple integral method to find the mean deviation of continuous RVs. Joint probability distributions, do-little method of Jacobians, polar-transformations, Rosenblatt transform, copula-based methods, and its applications are covered. An up-to-date reference list and approximately 225 exercise problems appear in the book. The authors have updated and expanded upon their writing on these topics, which they originally covered in a previous book, Statistics for Scientists and Engineers. In addition, this book: Combines theory with numerical examples to provide a thorough explanation of the topic Includes numerous exercises so that readers can practice applying the concepts within the book Presents an up-to-date reference list and around 225 exercise problems. Statistics . 65982 Quantitative research. Mathematics. 65523 Statistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences. 66911 Statistics in Business, Management, Economics, Finance, Insurance. 69738 Statistics. 65982 Data Analysis and Big Data. Applied Statistics. 65986 Mathematics. 65523 Shanmugam, Ramalingam. author. aut http://id.loc.gov/vocabulary/relators/aut 77626 SpringerLink (Online service) Springer Nature eBook Printed edition: 9783031589300 Printed edition: 9783031589324 Printed edition: 9783031589331 Synthesis Lectures on Engineering, Science, and Technology, 2690-0327 https://doi.org/10.1007/978-3-031-58931-7 ZDB-2-SXSC 60211 60211