Prof. María Dolores Ruiz Medina

Department of Statistics and Operation Research

University of Granada, Spain




1993 Ph.D., Department of Statistics and Operation Research, University of Granada, Mathematics-Statistics

Publications (Selected)

  1. Frías, M.P. and Ruiz-Medina, M.D. (2011). Computing functional estimators of spatiotemporal long-range dependence parameters in the spectral-wavelet domain. Journal of Statistical Planning and Inference 141, 2417--2427.
  2. Leonenko, N.N. and Ruiz-Medina, M.D. (2006). Scaling laws for the multidimensional Burgers equation with quadratic external potential. Journal of Statistical Physics 124, 191-205.
  3. Leonenko, N.N. and Ruiz-Medina, M.D. (2012). Random fields arising in chaotic systems: Burgers equation and fractal pseudodifferential systems. Lecture Notes in Statistics: Space-Time Processes and Challenges Related to Environmental Problems, Chapter 8, 166--219. Springer.
  4. Leonenko, N.N, Ruiz-Medina, M.D. and  Taqqu, M.S. (2011). Fractional elliptic, hyperbolic and parabolic random fields. Electronic Journal of Probability 16, 1134—1172.
  5. Rincón, M.M. and Ruiz-Medina, M.D. (2012). Local wavelet-vaguelette-based functional classification of gene expression data. Biometrical Journal 54, 75--93.
  6. Ruiz-Medina, M.D. (2008). Wavelet thresholding methods applied to testing significance differences between Autoregressive Hilbertian processes. Functional and Operational Statistics, (S. Dabo-Niang and F. Ferraty, Eds), Physica-Verlag, pp. 281-286.
  7. Ruiz-Medina, M.D. (2009). Functional denoising and reconstruction of fractal image sequences. Random Operators and Stochastic Equations 17, 275--293.
  8. 8. Ruiz-Medina, M.D. (2011). Spatial autoregressive and   moving average Hilbertian processes. Journal of Multivariate Analysis 102, 292--305.
  9. Ruiz-Medina, M.D. (2012a). Spatial functional prediction from spatial autoregressive Hilbertian processes. Environmetrics 23, 119-128. DOI: 10.1002/env.1143.
  10. Ruiz-Medina, M.D. (2012b). New challenges in spatial and spatiotemporal functional statistics for high-dimensional data. Spatial Statistics (in press).
  11. Ruiz-Medina, M.D and Crujeiras, R. (2012). Minimum contrast parameter estimation for fractal random fields based on the wavelet periodogram. Communications in Statistics: Theory and Methods 40 (Issue 19--20, in press). DOI:10.1080/03610926.2011.581181
  12. Ruiz-Medina, M.D and Crujeiras, R. (2012). A central limit result in the wavelet domain for minimum contrast estimation of fractal random fields.  Theory of Probability and its Applications (in press).
  13. Ruiz-Medina, M.D. and Espejo, R. (2012a). Spatial autoregressive functional plug-in prediction of ocean surface temperature. Stochastic Environmental Research and Risk Assessment 26, 335-344. DOI 10.1007/s00477-012-0559-z.
  14. Ruiz-Medina, M.D. and Espejo, R. (2012b). Integration of spatial functional interaction in the extrapolation  of ocean surface temperature anomalies due to global warming. International Journal of Applied Earth Observation and Geoinformation (in press). DOI 10.1016/j.jag.2012.01.021.
  15. Ruiz-Medina, M.D. and Fernández-Pascual, R. (2010). Spatiotemporal filtering from fractal spatial functional data sequence. Stochastic Environmental Research and Risk Assessment 24, 527--538.
  16. Ruiz-Medina, M.D., Porcu, E. and Fernández-Pascual, R. (2011). The Dagum and auxiliary covariance families towards reconciling two-parameter models that separate fractal dimension and Hurst effect. Probabilistic Engineering Mechanics 26, 259--268.
  17. Ruiz-Medina, M.D.  and Salmerón, R. (2010).  Functional maximum likelihood estimation of ARH(p) models. Stochastic Environmental Research and Risk Assessment 24, 131--146.
  18. Salmerón, R. and  Ruiz-Medina, M.D. (2009). Multispectral decomposition of functional autoregressive models. Stochastic Environmental Research and Risk Assessment  23, 289--297.

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