Douglas M. Hawkins, Professor, University of Minnesota

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Research

 
  • Hawkins. D. M., and Musser, B. J. (2001), 'Feature selection with nondeterministic recursive partitioning', Proceedings of the American Statistical Association [CD-ROM] Alexandria, VA: ASA.

  • Jandhyala, V. K., Fotopoulos, S. B., and Hawkins D. M. (2002), 'Detection and estimation of abrupt changes in the variability of a process', Computational Statistics and Data Analysis, 40, (2002), 1-19.

  • Hawkins, D. M., (2001) 'Fitting multiple change-points to data', Computational Statistics and Data Analysis, 37, 323-341.

  • Hawkins, D. M. and Musser, B. J., (1999), 'One tree or a forest? Alternative dendrographic models', Computing Science and Statistics, 30, 534--542.

  • Young, S. S., and Hawkins, D. M., (1998), 'Using recursive partitioning to analyze a large SAR data set', SAR and QSAR in Environmental Research, 8, 183- 193.

  • Hawkins, D. M., Young, S. S., and Rusinko, A., (1997), 'Analysis of a large structure-activity data set using recursive partitioning', Quantitative Structure Activity Relationships, 16, 296-302.

  • Hawkins, D. M. and McKenzie, D. P., (1995), 'A data-based comparison of some recursive partitioning procedures', Proceedings, Statistical Computing Section, American Statistical Association, 245-252.

  • Hawkins, D. M., (1990, 1992, 1995), 'FIRM: Formal Inference-based Recursive Modeling', Technical Report 546, School of Statistics, University of Minnesota.
Recursive Partitioning