Probability, statistics, and queueing theory : with computer science applications
著者
書誌事項
Probability, statistics, and queueing theory : with computer science applications
(Computer science and scientific computing)
Academic Press, c1990
2nd ed
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注記
Includes bibliographical references and index
内容説明・目次
内容説明
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.
目次
Introduction. Probability. Probability and Random Variables. Probability Distributions. Stochastic Processes. Queueing Theory. Queueing Theory. Queueing Models of Computer Systems. Statistical Inference. Estimation and Data Analysis. Hypothesis Testing. Regression. Appendices. Statistical Programs. APL Programs. Queueing Theory Definitions and Formulas. Mathematica Programs. Answers to Exercises.
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