Abdelaati DAOUIA
 Marie Curie FELLOW

Publications and discussion papers


  • Daouia, A., Girard, S. and Guillou, A. (2013). A Gamma-moment approach to monotonic boundary estimation. To appear in Journal of Econometrics. doi:10.1016/j.jeconom.2013.10.013

  • Daouia, A. and Park, B.U. (2013). On Projection-Type Estimators of Multivariate Isotonic Functions. Scandinavian Journal of Statistics, 40, 363-386.

  • Daouia, A., Gardes, L. and Girard, S. (2012). On kernel smoothing for extremal quantile regression. To appear in Bernoulli Journal.

  • Daouia, A., Florens, J-P. and Simar, L. (2012). Regularization of Nonparametric Frontier Estimators. Journal of Econometrics, 168, 285-299.

  • Daouia, A., Gardes, L., Girard, S. and Lekina, A. (2011). Kernel estimators of extreme level curves. Test, 20 (2), 311-333.

  • Daouia, A. and Gijbels, I. (2011). Robustness and inference in nonparametric partial frontier modeling. Journal of Econometrics, 161, 147-165.

  • Bonneu, F. and Daouia, A. (2010). Mass transportation and the consistency of the empirical optimal conditional locations. Annals of Operations Research, 181 (1), 159-170.

  • Daouia, A., Florens, J-P. and Simar, L. (2010). Frontier Estimation and Extreme Value Theory. Bernoulli, 16 (4), 1039-1063.

  • Daouia, A. and Joutard, C. (2009). Large Deviation Properties for Empirical Quantile-type Production Functions. Statistics, 43 (3), 267-277.

  • Daouia, A., Florens, J-P. and Simar, L. (2008). Functional Convergence of Quantile-type Frontiers with Application to Parametric Approximations. Journal of Statistical Planning and Inference, 138 (3), 708-725.

  • Daouia, A. and Simar, L. (2007). Nonparametric Efficiency Analysis: A Multivariate Conditional Quantile Approach. Journal of Econometrics, 140 (2), 375-400.

  • Aragon, Y., Daouia, A. and Thomas-Agnan, C. (2006). Efficiency Measurement: A Nonparametric Approach. Annals of Economics and Statistics, 82, 217-242.

  • Daouia, A. and Ruiz-Gazen, A. (2006). Robust Nonparametric Frontier Estimators: Qualitative Robustness and Influence Function. Statistica Sinica, 16 (4), 1233-1253.

  • Aragon, Y., Daouia, A. and Thomas-Agnan, C. (2005). Nonparametric Frontier Estimation: A Conditional Quantile-based Approach. Econometric Theory, 21 (2), 358-389.

  • Daouia, A. and Simar, L. (2005). Robust Nonparametric Estimators of Monotone Boundaries. Journal of Multivariate Analysis, 96 (2), 311-331.

  • Daouia, A. (2005). Asymptotic Representation Theory for Nonstandard Conditional Quantiles. Journal of Nonparametric Statistics, 17 (2), 253-268.
  • Daouia, A. and Gijbels, I. (2011). Estimating frontier cost models using extremiles. In : Exploring research frontiers in contemporary statistics and econometrics - Festschrift in honor of L. Simar, ed. by P.W. Wilson and I. Van Keilegom, pp. 65-81, Springer.

  • Daouia, A., Gardes, L. and Girard, S. (2011). Nadaraya's estimates for large quantiles and free disposal support curves. In : Exploring research frontiers in contemporary statistics and econometrics - Festschrift in honor of L. Simar, ed. by P.W. Wilson and I. Van Keilegom, pp. 1-22, Springer.
  • Daouia, A., Laurent, T. and Noh, H. (2013). Nonparametric boundary regression: The npbr package.

  • Daouia, A., Goegebeur, Y. and Wilson, P. (2013). Hyperbolic graph efficiency assessment and statistics of extremes.

  • Daouia, A., Noh, H. and Park, B.U. (2013). Data envelope fitting with constrained polynomial splines.

  • Daouia, A., Simar, L. and Wilson, P. (2012). Measuring Firm Performance by using Nonparametric Quantile-type Distances (conditionally accepted by Econometric Reviews).

  • Daouia, A., and Laurent, T. (2012). The frontiles package: Partial frontiers & efficiency analysis.

  • Daouia, A. and Van Keilegom, I. (2012). A random locational M-estimation problem based on the L_2-Wasserstein distance.

  • Daouia, A. and Gijbels, I. (2012). Extremiles.

  • Daouia, A., Gardes, L. and Girard, S. (2011). Large sample approximation of the distribution for smoothed monotone frontier estimators.
 
Contact: Abdelaati DAOUIA <abdelaati.daouia@uclouvain.be> 2013/02/28
Institut de statistique, UCL
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abdelaati.daouia@uclouvain.be