Douglas M. Hawkins, Professor, University of Minnesota

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clients research professional recognitions

 

 

 

 

Research

 
  • Hawkins, D. M. and Olive, D, J., (2002), 'Inconsistency of high breakdown estimators for high breakdown regression estimators and a new algorithm' (with discussion) Journal of the American Statistical Association. 97, 136-148, rejoinder 156 -159.

  • Hawkins, D. M. and Yin, X., (2002), 'A Faster Algorithm for Ridge Regression of Reduced Rank Data', Computational Statistics and Data Analysis, 40, 253-262.

  • Hawkins, D. M., (2001), 'Multiple Multivariate Outliers - Models And Methods' Proceedings of the Joint Statistical Meetings.

  • Stromberg, A. J., Hössjer, O., and Hawkins. D. M., (2000), 'The least trimmed difference regression estimator and alternatives', Journal of the American Statistical Association', 95, 853-864.

  • Smyth, G. K. and Hawkins, D. M., (2000) 'Robust frequency estimation using elemental sets', Journal of Computational and Graphical Statistics, 9, 196-211.

  • Hawkins, D. M., and Olive, D. J., (1999) 'Applications and algorithms for least trimmed sum of absolute deviations regression', Computational Statistics and Data Analysis, 32, 119-134.

  • Hawkins, D. M. and Olive, D. J., (1999), 'Improved feasible solution algorithms for high breakdown estimation', Computational Statistics and Data Analysis, 30, 1-11.

  • Hawkins, D. M., and McLachlan, G. J., (1997), 'High breakdown linear discriminant analysis', Journal of the American Statistical Association, 92, 136-143.

  • Hawkins, D. M., (1995), 'Convergence of the feasible solution algorithm for least median of squares regression', Computational Statistics and Data Analysis, 19, 519-538.
Regression and Diagnostics