Play of Chance and Purpose emphasizes learning probability, statistics, and stochasticity by developing intuition and fostering imagination as a pedagogical approach. This book is meant for undergraduate and graduate students of basic sciences, appli...Lasīt vairāk
Simulation, Sixth Edition continues to introduce aspiring and practicing actuaries, engineers, computer scientists and others to the practical aspects of constructing computerized simulation studies to analyze and interpret real phenomena. Rea...Lasīt vairāk
Praise for the Second Edition:The author has done his homework on the statistical tools needed for the particular challenges computer scientists encounter... ( He) has taken great care to select examples that are interesting and practica...Lasīt vairāk
This book constitutes the refereed proceedings of the First International Conference on Analytical and Computational Methods in Probability Theory and its Applications, ACMPT 2017, held in Moscow, Russia, in October 2017. The 42 full pape...Lasīt vairāk
This accessible text/reference provides a general introduction to probabilistic graphical models (PGMs) from an engineering perspective. The book covers the fundamentals for each of the main classes of PGMs, including representation, inference and le...Lasīt vairāk
In formulating a stochastic model to describe a real phenomenon, it used to be that one compromised between choosing a model that is a realistic replica of the actual situation and choosing one whose mathematical analysis is tractable. That is, ther...Lasīt vairāk
A concise introduction for applied mathematicians and computer scientists to modern approaches to epidemic modelling on networks. Information propagation through peer-to-peer systems, online social systems, wireless mobile ad hoc networks and...Lasīt vairāk
(Izdošanas datums: 26-Jul-2009, Hardback, Izdevniecība: Princeton University Press, ISBN-13: 9780691140629)
Probability, Markov Chains, Queues, and Simulation provides a modern and authoritative treatment of the mathematical processes that underlie performance modeling. The detailed explanations of mathematical derivations and numerous illustrative example...Lasīt vairāk
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Designed to serve as a resource for computer scientists and software engineers as well as a student text, this volume focuses on the real world of making decisions in uncertain conditions, selecting stochastic models, computing probabilities and fore...Lasīt vairāk
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Rosss Simulation, Fourth Edition introduces aspiring and practicing actuaries, engineers, computer scientists and others to the practical aspects of constructing computerized simulation studies to analyze and interpret real phenomena. Readers...Lasīt vairāk
Probability & Statistics with Integrated Software Routines is a calculus-based treatment of probability concurrent with and integrated with statistics through interactive, tailored software applications designed to enhance the phenomena of pro...Lasīt vairāk
(Izdošanas datums: 16-Nov-2005, Hardback, Izdevniecība: Springer-Verlag New York Inc., ISBN-13: 9780387241579)
Featuring MATLAB examples to provide motivation for the theory to come, this introductory text incorporates MATLAB code to allow students to understand how the theory is applied in practice. Numerous computer exercises familiarize the student with MA...Lasīt vairāk
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In the old days, says Ross (industrial engineering and operations research, U. of California-Berkeley), scientists formulating a stochastic model had to compromise between one that realistically portrayed the situation and one that could be comprehen...Lasīt vairāk
An introduction to the theories and practices of Bayesian belief networks. This is an area of research where statistics, probability and artificial intelligence meet. The book gives examples and exercises, and explores applications in medicine, tele...Lasīt vairāk
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This textbook is aimed at computer science students who have had an introductory course in probability. Nine chapters cover such topics as probability bounds and inequalities, the probabilistic method, Markov chains, martingales, the Poisson paradigm...Lasīt vairāk
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Computational modelling of probability has become a major part of automated decision support systems. In this book, the principal ideas of probabilistic reasoning - known as Bayesian networks - are outlined and their practical implications illustrate...Lasīt vairāk
(Izdošanas datums: 01-Jan-1990, Hardback, Izdevniecība: Macmillan USA, ISBN-13: 9780024038913)
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Text shows how to analyze a model by use of a simulation study. Emphasizing the logic at work in a simulation, it confronts actual problems that readers may encounter. Includes separate chapters on statistical validation techniques and variance reduc...Lasīt vairāk
