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Probability, statistics, and queueing theory : with computer science applications
Başlık:
Probability, statistics, and queueing theory : with computer science applications
Yazar:
Allen, Arnold O.
ISBN:
9780080571058
Yazar Ek Girişi:
Basım Bilgisi:
2nd ed.
Yayın Bilgileri:
Boston : Academic Press : Harcourt Brace Jovanovich, ©1990.
Fiziksel Tanımlama:
1 online resource (xxi, 740 pages) : illustrations
Seri:
Computer science and scientific computing
Computer science and scientific computing.
İçerik:
Front Cover; Probability, Statistics, and Queueing Theory: With Computer Science Applications; Copyright Page; Deditcation; Table of Contents; Preface; Acknowledgments; Chapter 1. Introduction; Part One: Probability; Preface to Part One: Probability; Chapter 2. Probability and Random Variables; 2.0 Introduction; 2.1 Sample Spaces and Events; 2.2 Probability Measures; 2.3 Combinatorial Analysis; 2.4 Conditional Probability; 2.5 Random Variables; 2.6 Parameters of Random Variables; 2.7 Jointly Distributed Random Variables; 2.8 Conditional Expectation; 2.9 Transform Methods; 2.10 Inequalities.
2.11 ExercisesReferences; Chapter 3. Probability Distributions; 3.0 Introduction; 3.1 Discrete Random Variables; 3.2 Continuous Random Variables; 3.3 Central Limit Theorem; 3.4 Applied Transforms; 3.5 Summary; 3.6 Exercises; References; Chapter 4. Stochastic Processes; 4.0 Introduction; 4.1 Definitions; 4.2 The Poisson Process; 4.3 Birth-and-Death Process; 4.4 Markov Chains; 4.5 Renewal Theory; 4.6 Exercises; References; Part Two: Queueing Models; Preface to Part Two: Queueing Models; Chapter 5. Queueing Theory; 5.0 Introduction; 5.1 Describing a Queueing System.
5.2 Birth-and-Death Process Models5.3 Embedded Markov Chain Systems; 5.4 Priority Queueing Systems; 5.5 Bounds and Approximations; 5.6 Summary; 5.7 Exercises; References; Chapter 6. Queueing Models of Computer Systems; 6.0 Introduction; 6.1 Finite Population Models; 6.2 Jackson Networks; 6.3 BCMP Queueing Networks; 6.4 Summary; 6.5 Exercises; References; Part Three: Statistical Inference; Preface to Part Three: Statistical Inference; Chapter 7. Estimation and Data Analysis; 7.0 Introduction; 7.1 Estimators; 7.2 Confidence Intervals; 7.3 Exploratory Data Analysis; 7.4 Exercises; References.
Özet:
This is a textbook on applied probability and statistics with computer science applications for students at the upper undergraduate level. It may also be used as a self study book for the practicing computer science professional. The successful first edition of this book proved extremely useful to students who need to use probability, statistics and queueing theory to solve problems in other fields, such as engineering, physics, operations research, and management science. The book has also been successfully used for courses in queueing theory for operations research students. This second edition includes a new chapter on regression as well as more than twice as many exercises at the end of each chapter. While the emphasis is the same as in the first edition, this new book makes more extensive use of available personal computer software, such as Minitab and Mathematica.
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Elektronik Erişim:
ScienceDirect https://www.sciencedirect.com/science/book/9780080571058Mevcut:*
Yer Numarası | Demirbaş Numarası | Shelf Location | Lokasyon / Statüsü / İade Tarihi |
|---|---|---|---|
| QA273 .A46 1990 | 1193319-1001 | Elsevier E-Kitap Koleksiyonu | Arıyor... |
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