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Energy Demand Forecasts and Dynamic Water Temperature Management Improving Multivariate Forecasting through Modern Statistical Modelling

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ISBN-10: 383812782X

ISBN-13: 9783838127828

Edition: N/A

Authors: Thomas Mestekemper

List price: $113.00
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Due to the technological advances in the last thirty years more and more data become available. In many fields scientists monitor huge numbers of variables. But incorporating these extra information into classical statistical models often leads to bad results due to the increasing amount of uncertainty resulting from the exploding number of model parameters. Hence, it is necessary to develop more parsimonious models to handle the new data situation effectively. This book focusses on Dynamic Factor Models for forecasting of high-dimensional time-series. It will be shown how well this model family performes in the context of water temperature and energy demand forecasts. However, their use is…    
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Book details

List price: $113.00
Publisher: S�dwestdeutscher Verlag f�r Hochschulschriften AG & Company KG
Binding: Paperback
Pages: 152
Size: 6.00" wide x 9.00" long x 0.35" tall
Weight: 0.528