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The book considers foundational thinking in quantum theory, focusing on... Læs mere
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Offering the first comprehensive treatment of the theory of random measures, this book has a very broad scope, ranging from basic properties of Poisson and related processes to the modern theories of convergence, stationarity, Palm measures, conditioning, and compensation.
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Requiring no knowledge of quantum mechanics, the book is written on introductory level, with many examples and exercises, for advanced undergraduate and... Læs mere
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This new edition includes the latest advances and developments in computational probability involving A Probability Programming Language (APPL).
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Written by leading experts from academia and financial practice, this book offers state-of-the-art papers on the application of jump processes in mathematical finance, on term-structure modelling, and on statistical aspects of financial modelling.
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This book focuses on the application and development of information geometric methods in the analysis, classification and retrieval of images and signals.
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This book presents classical Markov Decision Processes (MDP) for real-life applications and optimization. MDP allows users to develop and formally support... Læs mere
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This book offers a detailed review of perturbed random walks, perpetuities, and random processes with immigration.
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This book comprises nine selected works on numerical and computational methods for solving multiobjective optimization, game theory, and machine learning problems.