Probability, Statistics, and Stochastic Processes for Engineers and Scientists
Haghighi, Aliakbar Montazer, Wickramasinghe, Indika
- 出版商: CRC
- 出版日期: 2022-07-01
- 售價: $2,600
- 貴賓價: 9.5 折 $2,470
- 語言: 英文
- 頁數: 620
- 裝訂: Quality Paper - also called trade paper
- ISBN: 0367500868
- ISBN-13: 9780367500863
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相關分類:
機率統計學 Probability-and-statistics
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相關主題
商品描述
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(R), Minitab, MS Excel, and R as options for illustration, programing and calculation purposes and data analysis
- Covers reliability and its application in network queues
商品描述(中文翻譯)
2020年泰勒與弗朗西斯傑出新教科書獎得主！這本新教科書介紹了概率和統計以及它們在隨機過程中的應用，並呈現了該領域的最新進展。本書提供了理解基本概率理論和可靠性概念的關鍵信息，並將其應用於實際情境。本書的目的是在一本書中結合這些領域，平衡理論和實際應用，同時考慮到實踐者的需求。
特點：
- 包含使用當前技術在各個研究領域應用的眾多示例。
- 提供了概率在排隊模型中的許多實際應用，這些應用都與相應的隨機過程（如等待時間）以及模糊和離散時間（如經典的賭徒破產問題）相關。
- 介紹了應用於統計學的現實世界應用中使用的概率分佈，如氣候控制和污染。
- 提供了不同類型的計算機軟件（如MATLAB、Minitab、MS Excel和R）作為示例、編程和計算目的以及數據分析的選擇。
- 詳細介紹了可靠性及其在網絡排隊中的應用。
作者簡介
Dr. Aliakbar Montazer Haghighi is Professor and Head of the Mathematics Department at Prairie View A&M University, Texas, USA. He received his Ph. D. in Probability and Statistics from Case Western Reserve University, Cleveland, Ohio, USA, under supervision of Lajos Takács; and his BA and MA in Mathematics from San Francisco State University, California. He has years of teaching, research and academic and administrative experiences at various universities globally. His research publications are extensive; they include mathematics books and Lecture Notes written in English and Farsi. His latest book with D.P. Mishev as co-author, titled "Delayed and Network Queues" appeared in September of 2016 was published by John Wiley & Sons Inc., New Jersey, USA; and his last Book-Chapter with D.P. Mishev as co-author, Stochastic Modeling in Indusry and Management, Chapter 7 of "A Modeling and Simulation in Industrial Engineering", Mangey Ram and J. P. Davim, Editors, to appear in 2018 by Springer. He is a life-time member of AMS and SIAM. He is the Co-Founder and is the Editor-in-Chief of Application and Applied Mathematics: An International Journal (AAM), http: //www.pvamu.edu/aam. More about him may be viewed at https: //www.pvamu.edu/bcas/departments/mathematics/faculty-and-staff/amhaghighi/.
Dr. Indika Rathnathungalage Wickramasinghe is an Assistant Professor in the Department of Mathematics at Prairie View A&M University, Texas, USA. He received his Ph. D. in Mathematical Statistics from Texas Tech University, Lubbock, Texas, USA, under supervision of Dr. Alex Trindade; MS in Statistics from Texas Tech University, Lubbock, Texas, USA; MSc in Operations Research from Moratuwa University, Sri Lanka and BSc in Mathematics from University of Kelaniya, Sri Lanka. He has over 15 years of teaching and research experiences at various universities globally. Dr. Wickramasinghe has individually and collaboratively published a number of research publications and successfully submitted several grant proposals. More information about him may be viewed at https: //www.pvamu.edu/bcas/departments/mathematics/faculty-and- staff/iprathnathungalage/
作者簡介(中文翻譯)
Dr. Aliakbar Montazer Haghighi是美國德克薩斯州普雷里維尤A＆M大學數學系的教授和系主任。他在美國俄亥俄州克利夫蘭的凱斯西儲大學獲得概率和統計學的博士學位，指導教授是Lajos Takács；並在加利福尼亞州舊金山州立大學獲得數學的學士和碩士學位。他在全球各大學擁有多年的教學、研究和學術行政經驗。他的研究出版物非常豐富，包括用英語和波斯語撰寫的數學書籍和講義。他最新的合著書與D.P. Mishev合著，名為《延遲和網絡隊列》，於2016年9月由約翰·威利和兒子公司出版，位於美國新澤西州；他最後的合著書章與D.P. Mishev合著，名為《工業和管理中的隨機建模》，是《工業工程中的建模和仿真》的第7章，由Mangey Ram和J.P. Davim編輯，預計於2018年由Springer出版。他是AMS和SIAM的終身會員。他是《應用和應用數學：國際期刊》（AAM）的聯合創始人和主編，網址為http://www.pvamu.edu/aam。更多關於他的信息可以在https://www.pvamu.edu/bcas/departments/mathematics/faculty-and-staff/amhaghighi/上查看。
Dr. Indika Rathnathungalage Wickramasinghe是美國德克薩斯州普雷里維尤A＆M大學數學系的助理教授。他在美國德克薩斯州盧伯克的德州理工大學獲得數學統計學的博士學位，指導教授是Dr. Alex Trindade；在德克薩斯州盧伯克的德州理工大學獲得統計學碩士學位；在斯里蘭卡莫拉圖瓦大學獲得運籌學碩士學位；在斯里蘭卡凱拉尼亞大學獲得數學學士學位。他在全球各大學擁有超過15年的教學和研究經驗。Wickramasinghe博士個人和合作發表了許多研究論文，並成功提交了幾個資助提案。更多關於他的信息可以在https://www.pvamu.edu/bcas/departments/mathematics/faculty-and-staff/iprathnathungalage/上查看。
