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Browsing by Author "Villegas García, Marco Antonio"

Browsing by Author "Villegas García, Marco Antonio"

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  • Villegas García, Marco Antonio; Pedregal Tercero, Diego José; Trapero, Juan Ramón (Elsevier, 2018)
    Time series analysis has remained as an extremely active research area for decades, receiving a great deal of attention from very different domains like econometrics, statistics, engineering, mathematics, medicine and ...
  • Villegas García, Marco Antonio; Pedregal Tercero, Diego José (Elsevier, 2018)
    In this paper an approach for hierarchical time series forecasting based on State Space modelling is proposed. Previous developments provide solutions to the hierarchical forecasting problem by algebra manipulations based ...
  • Villegas García, Marco Antonio; Pedregal Tercero, Diego José (Elsevier, 2019)
    For many companies, automatic forecasting has come to be an essential part of Business Analytics applications. The large amounts of data available, the short life-cycle of the analysis and the acceleration of business ...
  • Villegas García, Marco Antonio; Pedregal Tercero, Diego José (Foundation for Open Access Statistics, 2018)
    SSpace is a MATLAB toolbox for State Space modelling. State Space is in itself a powerful and flexible framework for dynamic system modelling, and SSpace is conceived in a way that try to enhance such flexibility to its ...
  • Villegas García, Marco Antonio (Universidad de Castilla-La Mancha, 2018)