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The traditional approach to a ?rst course in measure theory, such as in Royden (1988), is to teach the Lebesgue measure on the real line, then the p di?erentation... Læs mere
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This book introduces the reader to advanced concepts in stochastic modelling, rooted in an intuitive yet rigorous presentation of the underlying... Læs mere
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Featuring recent advances in probability, statistics, and stochastic processes, this new textbook presents Probability and Statistics, and an introduction to Stochastic Processes.
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The book is written for newcomers to reinforcement learning who wish to write code for various applications, from robotics to power systems to supply chains.... Læs mere
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This book introduces several topics related to linear model theory, including: multivariate linear models, discriminant analysis, principal components, factor analysis, time series in both the frequency and time domains, and spatial data analysis.
Bemærk: Kan ikke leveres før jul.
Advanced undergraduate students and introductory graduate students from a variety of quantitative backgrounds will benefit from the... Læs mere
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This textbook highlights the many practical uses of stable distributions, exploring the theory, numerical algorithms, and statistical methods used to work with stable laws.
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This book introduces readers to benchmarking techniques in the stochastic environment, primarily stochastic data envelopment analysis (DEA), and provides stochastic models in DEA for the possibility of variations in inputs and outputs.
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This book presents similarity between Gaussian and non-Gaussian stable multivariate distributions and introduces the one-dimensional stable random variables. It discusses the most basic sample path properties of stable processes, namely sample boundedness and continuity.
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This book introduces recent stochastic cooperative and noncooperative game strategy design methods for engineering systems, social networks and... Læs mere
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This book defines and investigates the concept of a random object. To accomplish this task in a natural way, it brings... Læs mere
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With the boom of big data and machine learning and the subsequent need for parallel processing technologies, fork-join queues... Læs mere