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The Demand Forecasting Model

  • Steffen Christ

Absrtact

This chapter’s objective is to develop an overarching linear basis function model to forecast demand, which is done in Section 6.1. To ensure that it includes all relevant demand drivers, the model is validated following a typical frequentist interpretation and using the appropriate tests in Section 6.2 before the approach is finally extended to allow for Bayesian learning in Section 6.3.

Keywords

Online Learning Forecast Accuracy Predictive Distribution Forecast Horizon Demand Forecast 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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Copyright information

© Gabler Verlag | Springer Fachmedien Wiesbaden GmbH 2011

Authors and Affiliations

  • Steffen Christ

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