TY  - BOOK
AU  - Chattamvelli,Rajan
AU  - Shanmugam,Ramalingam
ED  - SpringerLink (Online service)
TI  - Random Variables for Scientists and Engineers
T2  - Synthesis Lectures on Engineering, Science, and Technology,
SN  - 9783031589317
AV  - QA276-280 
PY  - 2024///
CY  - Cham
PB  - Springer Nature Switzerland, Imprint: Springer
KW  - Statistics 
KW  - Quantitative research
KW  - Mathematics
KW  - Statistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences
KW  - Statistics in Business, Management, Economics, Finance, Insurance
KW  - Statistics
KW  - Data Analysis and Big Data
KW  - Applied Statistics
N1  - Mathematical Expectation -- Functions of Random Variables -- Joint and Conditional Distributions
N2  - 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
UR  - https://doi.org/10.1007/978-3-031-58931-7
ER  -