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E-Books | Biblioteca da FCTUNL | Não Ficção | QA273.SPR FCT 97580 (Browse shelf) | 1 | Available |
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QA273.SPR FCT 97481 Probability with applications in engineering, science, and technology | QA273.SPR FCT 97532 Progress in high-dimensional percolation and random graphs | QA273.SPR FCT 97571 Random measures, theory and applications | QA273.SPR FCT 97580 Discrete probability models and methods | QA273.SPR FCT 97610 Parameter estimation in fractional diffusion models | QA273.SPR FCT 97628 Random ordinary differential equations and their numerical solution | QA273.SPR FCT 97629 Robust multivariate analysis |
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The emphasis in this book is placed on general models (Markov chains, random fields, random graphs), universal methods (the probabilistic method, the coupling method, the Stein-Chen method, martingale methods, the method of types) and versatile tools (Chernoff's bound, Hoeffding's inequality, Holley's inequality) whose domain of application extends far beyond the present text. Although the examples treated in the book relate to the possible applications, in the communication and computing sciences, in operations research and in physics, this book is in the first instance concerned with theory. The level of the book is that of a beginning graduate course. It is self-contained, the prerequisites consisting merely of basic calculus (series) and basic linear algebra (matrices). The reader is not assumed to be trained in probability since the first chapters give in considerable detail the background necessary to understand the rest of the book. .
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