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Markov processes

Most popular at the top

  • Graph Directed Markov Systemsby R. Daniel Mauldin; Mariusz Urbanski; B. Bollobas; W. Fulton; A. Katok; F. Kirwan; P. Sarnak

    Cambridge University Press 2003; US$ 90.00

    Graph Directed Markov Systems are a powerful tool with many application areas, including dynamical systems. This text, by acknowledged experts in the field, includes the necessary background material as well as an extensive list of references suggesting further reading. more...

  • From Markov Chains To Non-equilibrium Particle Systemsby Bernd A. Berg

    World Scientific 2004; US$ 135.20

    This book is representative of the work of Chinese probabilists on probability theory and its applications in physics. It presents a unique treatment of general Markov jump processes: uniqueness, various types of ergodicity, Markovian couplings, reversibility, spectral gap, etc. more...

  • Lévy Processes in Lie Groupsby Ming Liao; B. Bollobas; W. Fulton; A. Katok; F. Kirwan; P. Sarnak; B. Simon

    Cambridge University Press 2004; US$ 82.00

    The theory of Lévy processes in Lie groups is not merely an extension of the theory of Lévy processes in Euclidean spaces. Because of the unique structures possessed by non-commutative Lie groups, these processes exhibit certain interesting limiting properties which are not present in the Euclidean case. A necessary purchase for all whose research brings them into contact with Lévy processes. more...

  • MAM 2006by Amy N. Langville; William J. Stewart

    Boson Books 2006; US$ 29.95

    The Markov Anniversary Meeting, June 12-14, 2006 was the fifth in a series of conferences devoted to the Numerical Solution of Markov Chains (NSMC). The prior four NSMC conferences were held in 1990, 1995, 1999, and 2003. The first two conferences were held in Raleigh, North Carolina, the third moved overseas to Zarazoga, Spain, and the fourth was held in Urbana-Champaign, Illinois. This fifth and most recent Markov meeting occurred sooner than the usual 4-5 year schedule in order to celebrate two very important events: the 150th anniversary of Andrei A. Markov?s birth and the 100th anniversary of his work on his chains. This special Markov Anniversary Meeting was held at the College of Charleston in historic Charleston, SC. The scope of the... more...

  • Inference in Hidden Markov Modelsby Olivier Cappe

    Springer-Verlag New York Inc 2005; US$ 115.00

    Gives a comprehensive treatment of inference for hidden Markov models, including both algorithms and statistical theory. This book is aimed at anybody with an interest in inference for stochastic processes, researchers, and practitioners in areas such as statistics, signal processing, communications engineering, finance, and more. more...

  • Elements of the Random Walkby Joseph Rudnick; George Gaspari

    Cambridge University Press 2004; US$ 42.00

    Random walks have proven to be a useful model in understanding processes across a wide spectrum of scientific disciplines. This self-contained text will appeal to graduate students who need to understand the applications of random walk techniques, as well as to established researchers. more...

  • Lévy Processes and Stochastic Calculusby David Applebaum; B. Bollobas; W. Fulton; A. Katok; F. Kirwan; P. Sarnak; B. Simon; B. Totaro

    Cambridge University Press 2004; US$ 87.00

    For the first time in a book, Applebaum ties Lévy processes and stochastic calculus together. All the tools needed for the stochastic approach to option pricing, including Itô's formula, Girsanov's theorem and the martingale representation theorem are described. more...

  • Dynamic Random Walksby Nadine Guillotin-Plantard; Rene Schott

    Elsevier 2006; US$ 109.00

    The aim of this book is to report on the progress realized in probability theory in the field of dynamic random walks and to present applications in computer science, mathematical physics and finance. Each chapter contains didactical material as well as more advanced technical sections. Few appendices will help refreshing memories (if necessary!). · New probabilistic model, new results in probability theory · Original applications in computer science · Applications in mathematical physics · Applications in finance more...

  • Markov Processes, Gaussian Processes, and Local Timesby Michael B. Marcus; Jay Rosen

    Cambridge University Press 2006; US$ 48.00

    Two foremost researchers present important advances in stochastic process theory by linking well understood (Gaussian) and less well understood (Markov) classes of processes. It builds to this material through 'mini-courses' on the relevant ingredients, which assume only measure-theoretic probability. This original, readable book is for researchers and advanced graduate students. more...

  • Pseudo Differential Operators And Markov Processes, Volume IIIby Niels Jacob

    World Scientific 2005; US$ 121.00

    This volume concentrates on how to construct a Markov process by starting with a suitable pseudo-differential operator. Feller processes, Hunt processes associated with Lp-sub-Markovian semigroups and processes constructed by using the Martingale problem are at the center of the considerations. The potential theory of these processes is further developed and applications are discussed. Due to the non-locality of the generators, the processes are jump processes and their relations to Levy processes are investigated. Special emphasis is given to the symbol of a process, a notion which generalizes that of the characteristic exponent of a Levy process and provides a natural link to pseudo-differential operator theory. more...