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Více informací o knize Energy Demand Forecasts and Dynamic Water Temperature Management

• Parametry knihy
• Anotace
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Anotace knihy

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 not limited to these areas. Dynamic Factor Models have been applied in many different scientific fields. They implement a modern technique for data compression and dimension reduction.

Parametry knihy

Zařazení knihy Knihy v němčině Naturwissenschaften, Medizin, Informatik, Technik Naturwissenschaften allgemein

• Plný název: Energy Demand Forecasts and Dynamic Water Temperature Management
• Podnázev: Improving Multivariate Forecasting through Modern Statistical Modelling
• Autor: Thomas Mestekemper
• Jazyk: Němčina
• Vazba: Brožovaná
• Počet stran: 152
• EAN: 9783838127828
• ISBN: 383812782X
• ID: 07009048
• Nakladatelství: Sudwestdeutscher Verlag Fur Hochschulschriften AG
• Hmotnost: 231 g
• Rozměry: 229 × 152 × 9 mm
• Datum vydání: 04. August 2011

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