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Probability, statistics, and queueing theory : with computer science applications /
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 s...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Boston :
Academic Press : Harcourt Brace Jovanovich,
�1990.
|
| Edición: | 2nd ed. |
| Colección: | Computer science and scientific computing.
|
| Temas: | |
| Acceso en línea: | Texto completo |
MARC
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| 020 | |a 9780080571058 |q (electronic bk.) | ||
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| 020 | |z 0120510510 |q (acid-free paper) | ||
| 020 | |z 9780120510511 |q (acid-free paper) | ||
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| 100 | 1 | |a Allen, Arnold O. | |
| 245 | 1 | 0 | |a Probability, statistics, and queueing theory : |b with computer science applications / |c Arnold O. Allen. |
| 250 | |a 2nd ed. | ||
| 260 | |a Boston : |b Academic Press : |b Harcourt Brace Jovanovich, |c �1990. | ||
| 300 | |a 1 online resource (xxi, 740 pages) : |b illustrations | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 490 | 1 | |a Computer science and scientific computing | |
| 504 | |a Includes bibliographical references and index. | ||
| 506 | |3 Use copy |f Restrictions unspecified |5 MiAaHDL |2 star | ||
| 533 | |a Electronic reproduction. |b [Place of publication not identified] : |c HathiTrust Digital Library, |d 2010. |5 MiAaHDL | ||
| 538 | |a Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002. |u http://purl.oclc.org/DLF/benchrepro0212 |5 MiAaHDL | ||
| 583 | 1 | |a digitized |c 2010 |h HathiTrust Digital Library |l committed to preserve |5 MiAaHDL |2 pda | |
| 588 | 0 | |a Print version record. | |
| 520 | |a 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. | ||
| 505 | 0 | |6 880-01 |a 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. | |
| 505 | 8 | |a 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. | |
| 505 | 8 | |a 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. | |
| 650 | 0 | |a Probabilities. | |
| 650 | 0 | |a Queuing theory. | |
| 650 | 0 | |a Mathematical statistics. | |
| 650 | 0 | |a Mathematics |x Data processing. | |
| 650 | 2 | |a Probability |0 (DNLM)D011336 | |
| 650 | 6 | |a Probabilit�es. |0 (CaQQLa)201-0011592 | |
| 650 | 6 | |a Th�eorie des files d'attente. |0 (CaQQLa)201-0078341 | |
| 650 | 6 | |a Statistique math�ematique. |0 (CaQQLa)201-0002592 | |
| 650 | 6 | |a Math�ematiques |x Informatique. |0 (CaQQLa)201-0123330 | |
| 650 | 7 | |a probability. |2 aat |0 (CStmoGRI)aat300055653 | |
| 650 | 7 | |a MATHEMATICS |x Applied. |2 bisacsh | |
| 650 | 7 | |a MATHEMATICS |x Probability & Statistics |x General. |2 bisacsh | |
| 650 | 7 | |a Mathematics |x Data processing |2 fast |0 (OCoLC)fst01012179 | |
| 650 | 7 | |a Mathematical statistics |2 fast |0 (OCoLC)fst01012127 | |
| 650 | 7 | |a Probabilities |2 fast |0 (OCoLC)fst01077737 | |
| 650 | 7 | |a Queuing theory |2 fast |0 (OCoLC)fst01085713 | |
| 650 | 7 | |a Probabilit�es. |2 ram | |
| 650 | 7 | |a Files d'attente, th�eorie des. |2 ram | |
| 650 | 7 | |a Statistique math�ematique. |2 ram | |
| 776 | 0 | 8 | |i Print version: |a Allen, Arnold O. |t Probability, statistics, and queueing theory. |b 2nd ed. |d Boston : Academic Press : Harcourt Brace Jovanovich, �1990 |w (DLC) 90000732 |w (OCoLC)21522400 |
| 830 | 0 | |a Computer science and scientific computing. | |
| 856 | 4 | 0 | |u https://sciencedirect.uam.elogim.com/science/book/9780080571058 |z Texto completo |
| 880 | 8 | |6 505-01/(S |a A.4 The Laplace-Stieltjes TransformAppendix Β: APL Programs; Cited References; B.1 APL Programs; Β.2 APL Programs; B.3 APL Programs; Β.4 APL Programs; Β.5 APL Programs; B.6 APL Programs; Β.7 APL Programs; B.8 APL Programs; Βτ̔̈ΕΕΕΓ·9 APL Programs; Β.10 APL Programs; B.11 APL Programs; Β.12 APL Programs; B.13 APL Programs; B.14 APL Programs; Β.15 APL Programs; Β.16 APL Programs; B.17 APL Programs; Β.18 APL Programs; B.19 APL Programs; B.20 APL Programs; B.21 APL Programs; B.22 APL Programs; B.23 APL Programs; B.24 APL Programs; Appendix C: Queueing Theory Formulas; C.1 Notation and Definitions. | |