David Olive | Mathematics | SIU

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College of Science

David Olive

Professor, Undergraduate Advisor

Olive profile photo
P: 618.453.6566
E: dolive@siu.edu
O: Neckers 261
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Associate Professor; Ph.D., University of Minnesota, 1998. Applications of high breakdown robust statistics, regression Graphics, applied probability theory.

Research Interests

One area of my research considers the development of computationally practical robust multivariate location and dispersion estimators, robust multiple linear regression estimators and resistant dimension reduction estimators along with the corresponding theory. Another area of research involves extending least squares theory and creating graphical diagnostics for generalized linear models and single index models.

Selected Publications

  1. A resistant estimator of multivariate location and dispersion, Computational Statistics and Data Analysis, 46 (2004), 99-102.
  2. (with D.M. Hawkins) Variable selection for 1D regression models, Technometrics 47 (2005), 43-50.
  3. (with D.M. Hawkins) Inconsistency of resampling algorithms for high breakdown regression estimators and a new algorithm, Journal of the American Statistical Association 97 (2002), 136-148.
  4. Applications of robust distances for regression, Technometrics 44 (2002), 64-71.
  5. (with R.D. Cook) A note on visualizing response transformations in regression, Technometrics 43 (2001), 443-449.