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Universal Time-Series Forecasting with Mixture Predictors
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Universal Time-Series Forecasting with Mixture Predictors

1st ed. 2020

Book Details

Format Paperback / Softback
ISBN-10 303054303X
ISBN-13 9783030543037
Edition 1st ed. 2020
Publisher Springer Nature Switzerland AG
Imprint Springer Nature Switzerland AG
Country of Manufacture GB
Country of Publication GB
Publication Date Sep 27th, 2020
Print length 85 Pages
Ksh 8,100.00
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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.
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.

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