Listar GI-MODES - Artigos por autor "Aneiros Pérez, Germán"
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On the Use of Functional Additive Models for Electricity Demand and Price Prediction
Raña, Paula; Vilar, Juan M.; Aneiros Pérez, Germán (Institute of Electrical and Electronics Engineers Inc., 2018-02-12)[Abstract]: This paper presents an application of functional additive models in the context of electricity demand and price prediction. Data from the Spanish electricity market are used to obtain the pointwise predictions. ... -
Using robust FPCA to identify outliers in functional time series, with applications to the electricity market
Vilar, Juan M.; Raña, Paula; Aneiros Pérez, Germán (Institut d'Estadistica de Catalunya, 2016)[Abstract]: This study proposes two methods for detecting outliers in functional time series. Both methods take dependence in the data into account and are based on robust functional principal component analysis. One method ...