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Probability, Statistics, and Stochastic Processes for Engineers and Scientists: Engineering Mathematics and Operations Research

Autor Aliakbar Montazer Haghighi, Indika Wickramasinghe, Emmanuel A. Appiah
en Limba Engleză Paperback – iul 2022
2020 Taylor & Francis Award Winner for Outstanding New Textbook!
Featuring recent advances in the field, this new textbook presents probability and statistics, and their applications in stochastic processes. This book presents key information for understanding the essential aspects of basic probability theory and concepts of reliability as an application. The purpose of this book is to provide an option in this field that combines these areas in one book, balances both theory and practical applications, and also keeps the practitioners in mind.
Features
  • Includes numerous examples using current technologies with applications in various fields of study
  • Offers many practical applications of probability in queueing models, all of which are related to the appropriate stochastic processes (continuous time such as waiting time, and fuzzy and discrete time like the classic Gambler’s Ruin Problem)
  • Presents different current topics like probability distributions used in real-world applications of statistics such as climate control and pollution
  • Different types of computer software such as MATLAB®, Minitab, MS Excel, and R as options for illustration, programing and calculation purposes and data analysis
  • Covers reliability and its application in network queues
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Specificații

ISBN-13: 9780367500863
ISBN-10: 0367500868
Pagini: 634
Ilustrații: 165 Tables, black and white; 94 Line drawings, black and white; 26 Halftones, black and white; 120 Illustrations, black and white
Dimensiuni: 156 x 234 x 41 mm
Greutate: 0.45 kg
Ediția:1
Editura: CRC Press
Colecția CRC Press
Seria Engineering Mathematics and Operations Research


Cuprins

Preliminaries. Basics of Probability. Random Variables and Probability Distribution Functions. Descriptive Statistics. Inferential Statistics. Nonparametric Statistics. Stochastic Processes. Appendix. Bibliography.  

Descriere

Featuring recent advances in probability, statistics, and stochastic processes, this new textbook presents Probability and Statistics, and an introduction to Stochastic Processes.