Studies in Computational Statistical Methods with Applications to Pattern Recognition and Data Analysis, Research Reports A41, Rolf Nevanlinna Institute, Department of Mathematics and Statistics, March 2004. Doctoral thesis in applied mathematics, University of Helsinki, (pdf 157 kilobytes).

Kernel regression via binned data. Research Reports C38, Rolf Nevanlinna Institute, February 2001. Licentiate thesis in applied mathematics, University of Helsinki,
(55 pages, pdf 457 kilobytes or Compressed ps 201 kilobytes)

Using kernel regression to estimate class posterior probabilities (in Finnish). Research Reports A19, Rolf Nevanlinna Institute, May 1997. Master thesis in applied mathematics, University of Helsinki, (43 pages, pdf 552 kilobytes or Compressed ps 221 kilobytes).