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On particle filters applied to electricity load forecasting
We are interested in the online prediction of the electricity load, within the Bayesian framework of dynamic models. We offer a review of sequential Monte Carlo... -
Construction of an informative hierarchical prior for a small sample with the...
We are interested in the estimation and prediction of a parametric model on a short dataset upon which it is expected to overfit and perform badly. To overcome the...
