Probability, Statistics, and Stochastic Processes for Engineers and Scientists
暫譯: 工程師與科學家的機率、統計與隨機過程
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年泰勒與法蘭西斯獎優秀新教科書獲獎者!
本新教科書介紹了該領域的最新進展,涵蓋了機率與統計及其在隨機過程中的應用。本書提供了理解基本機率理論及其作為應用的可靠性概念的關鍵資訊。本書的目的是提供一個將這些領域結合在一起的選擇,平衡理論與實際應用,同時考慮到實務工作者的需求。
特色
- 包含許多使用當前技術的例子,應用於各個研究領域
- 提供許多機率在排隊模型中的實際應用,所有這些都與適當的隨機過程相關(如等待時間的連續時間,以及經典的賭徒破產問題中的模糊和離散時間)
- 介紹不同的當前主題,如在氣候控制和污染等統計的實際應用中使用的機率分佈
- 不同類型的計算機軟體,如MATLAB(R)、Minitab、MS Excel和R,作為示範、程式設計和計算目的及數據分析的選擇
- 涵蓋可靠性及其在網路排隊中的應用
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)
阿里阿克巴·蒙塔澤·哈吉希博士是美國德克薩斯州普雷里維尤A&M大學數學系的教授及系主任。他在美國俄亥俄州克里夫蘭的凱斯西儲大學獲得概率與統計的博士學位,指導教授為拉約什·塔卡茨;並在加州舊金山州立大學獲得數學的學士及碩士學位。他在全球多所大學擁有多年教學、研究及學術和行政經驗。他的研究出版物相當豐富,包括用英語和波斯語撰寫的數學書籍和講義。他與D.P. Mishev共同撰寫的最新書籍《延遲與網絡排隊》於2016年9月由美國新澤西州的約翰·威利與兒子公司出版;而他與D.P. Mishev共同撰寫的最後一章書籍《工業與管理中的隨機建模》,收錄於《工業工程中的建模與模擬》,由Mangey Ram和J. P. Davim編輯,將於2018年由施普林格出版。他是美國數學學會(AMS)和工業與應用數學學會(SIAM)的終身會員。他是《應用與應用數學:國際期刊》(AAM)的共同創辦人及主編,網址為 http://www.pvamu.edu/aam。更多關於他的資訊可參見 https://www.pvamu.edu/bcas/departments/mathematics/faculty-and-staff/amhaghighi/。
印迪卡·拉斯納通加萊·維克拉馬辛赫博士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拉伯克的德克薩斯科技大學獲得數學統計的博士學位,指導教授為亞歷克斯·特林達德博士;在德克薩斯科技大學獲得統計的碩士學位;在斯里蘭卡莫拉圖瓦大學獲得運籌學的碩士學位,以及在斯里蘭卡凱倫尼亞大學獲得數學的學士學位。他在全球多所大學擁有超過15年的教學和研究經驗。維克拉馬辛赫博士個別及合作發表了多篇研究出版物,並成功提交了幾個資助提案。更多關於他的資訊可參見 https://www.pvamu.edu/bcas/departments/mathematics/faculty-and-staff/iprathnathungalage/。