Download PDF by Anestis Antoniadis,Jean-Michel Poggi,Xavier Brossat: Modeling and Stochastic Learning for Forecasting in High

By Anestis Antoniadis,Jean-Michel Poggi,Xavier Brossat

ISBN-10: 3319187317

ISBN-13: 9783319187310

The chapters during this quantity pressure the necessity for advances in theoretical knowing to head hand-in-hand with the common sensible program of forecasting in undefined. Forecasting and time sequence prediction have loved significant awareness over the past few a long time, fostered via awesome advances in observational features and dimension tactics. On June 5-7, 2013, a world Workshop on Practices for Forecasting used to be held in Paris, France, equipped and supported by way of the OSIRIS division of Electricité de France examine and improvement department. according to culture, either theoretical statistical effects and functional contributions in this lively box of statistical learn and on forecasting matters in a swiftly evolving commercial atmosphere are provided. the amount displays the huge spectrum of the convention, together with sixteen articles contributed via experts in a variety of parts. the fabric compiled is vast in scope and levels from new findings on forecasting in and in time sequence, on nonparametric and sensible tools and on online computer studying for forecasting, to the newest advancements in instruments for top size and intricate info analysis.

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Modeling and Stochastic Learning for Forecasting in High Dimensions (Lecture Notes in Statistics) by Anestis Antoniadis,Jean-Michel Poggi,Xavier Brossat


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