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Universal Time-Series Forecasting With Mixture Predictors

Universal Time-Series Forecasting With Mixture Predictors - SpringerBriefs in Computer Science

1st Edition 2020

Paperback (27 Sep 2020)

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Publisher's Synopsis

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.

Book information

ISBN: 9783030543037
Publisher: Springer International Publishing
Imprint: Springer
Pub date:
Edition: 1st Edition 2020
Language: English
Number of pages: 85
Weight: 145g
Height: 235mm
Width: 155mm
Spine width: 5mm