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Computer Science (R0) eBook Series

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  • Universal Time-Series Forecasting with Mixture Predictors

    by Daniil Ryabko ...
    Series series Computer Science (R0)
    The author considers the problem of sequential probability forecasting in the most general setting, where the observed data may exhibit an arbitrary form of stochastic dependence. All the results presented are theoretical, but they concern the foundations of some problems in such applied areas as machine learning, information theory and data compression. ... Read more

    $49.49 USD

  • Asymptotic Nonparametric Statistical Analysis of Stationary Time Series

    by Daniil Ryabko ...
    Series series Computer Science (R0)
    Stationarity is a very general, qualitative assumption, that can be assessed on the basis of application specifics. It is thus a rather attractive assumption to base statistical analysis on, especially for problems for which less general qualitative assumptions, such as independence or finite memory, clearly fail. However, it has long been considered too general to be able to make statistical ... Read more

    $49.99 USD