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This book relates fundamental concepts in probability and statistics to the computer sciences. Reliability of computer systems, fault tolerance and performance are inherently statistical processes, and Trivedi illustrates these processes using Markov chains and other statistical tools. For this second edition, an entirely new chapter on stochastic Petri nets has been added, as well as much new material on system modeling. Introduction Discrete Random Variables Continuous Random Variables Expectation Conditional Distribution and Expectation Stochastic Processes Discrete-Time Markov Chains Continuous-Time Markov Chains Networks of Queues Statistical Inference Regression and Analysis of Variance Appendix A: Bibliography Appendix B: Properties of Distributions Appendix C: Statistical Tables Appendix D: Laplace Transforms Appendix E: Program Performance Analysis Printed Pages: 848. Buchnummer des Verkäufers 62404
Inhaltsangabe: This book is important to our developing list of computer science titles. Trivedi's book is a true classic and will be well received in the market. The subject lies at the core of many applications in computer science, signal processing, and communications. · introduction · discrete random variables · continuous random variables · expectation · conditional distribution and expectation · stochastic processes · discrete-time markov chains · continuous-time markov chains · networks of queues · statistical inference · regression and analysis of variance
Titel: Probability and Statistics with Reliability,...
Verlag: Wiley India Pvt. Ltd
Auflage: 2nd edition.
Buchbeschreibung Wiley, 2002. Softcover. Buchzustand: Fine. 2nd edition. Printed Pages: 845. Artikel-Nr. 74784