Publicaciones en colaboración con investigadores/as de Universidad Pontificia Comillas (8)

2016

  1. Forecasting with interval and histogram data: Some financial applications

    Handbook of Empirical Economics and Finance (CRC Press), pp. 247-279

2011

  1. Different Approaches to Forecast Interval Time Series: A Comparison in Finance

    Computational Economics, Vol. 37, Núm. 2, pp. 169-191

  2. Smoothing Methods for Histogram-Valued Time Series: An Application to Value-at-Risk

    Statistical Analysis and Data Mining, Vol. 4, Núm. 2, pp. 216-228

  3. Una aproximación a la combinación de pronósticos basada en técnicas de análisis multivariante

    Revista Colombiana de Estadistica, Vol. 34, Núm. SPEC. ISSUE 2, pp. 347-375

2009

  1. Forecasting histogram time series with k-nearest neighbours methods

    International Journal of Forecasting, Vol. 25, Núm. 1, pp. 192-207

2008

  1. Forecasting time series of observed distributions with smoothing methods based on the barycentric histogram

    World Scientific Proceedings Series on Computer Engineering and Information Science 1; Computational Intelligence in Decision and Control - Proceedings of the 8th International FLINS Conference

2007

  1. IMLP: Applying multi-layer perceptrons to interval-valued data

    Neural Processing Letters, Vol. 25, Núm. 2, pp. 157-169

2006

  1. Hierarchical clustering for boxplot variables

    DATA SCIENCE AND CLASSIFICATION