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Showing 1 - 2 of 2 results for “randal douc”
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  • Nonlinear Time Series

    Theory, Methods and Applications with R Examples

    by Randal Douc, Eric Moulines, David Stoffer ...
    Series series Chapman & Hall/CRC Texts in Statistical Science
    This text emphasizes nonlinear models for a course in time series analysis. After introducing stochastic processes, Markov chains, Poisson processes, and ARMA models, the authors cover functional autoregressive, ARCH, threshold AR, and discrete time series models as well as several complementary approaches. They discuss the main limit theorems for Markov chains, useful inequalities, statistical ... Read more

    $171.99 USD

  • Markov Chains

    by Randal Douc, Eric Moulines, Pierre Priouret, Philippe Soulier ...
    Series series Mathematics and Statistics (R0)
    This book covers the classical theory of Markov chains on general state-spaces as well as many recent developments. The theoretical results are illustrated by simple examples, many of which are taken from Markov Chain Monte Carlo methods. The book is self-contained, while all the results are carefully and concisely proven. Bibliographical notes are added at the end of each chapter to provide an ... Read more

    $89.09 USD