The DISCRIM Procedure


  • Anderson, T. W. (1984), An Introduction to Multivariate Statistical Analysis, Second Edition, New York: John Wiley & Sons.

  • Epanechnikov, V. A. (1969), “Nonparametric Estimation of a Multivariate Probability Density,” Theory of Probability and Its Applications, 14, 153–158.

  • Fisher, R. A. (1936), “The Use of Multiple Measurements in Taxonomic Problems,” Annals of Eugenics, 7, 179–188.

  • Friedman, J. H., Bentley, J. L., and Finkel, R. A. (1977), “An Algorithm for Finding Best Matches in Logarithmic Expected Time,” ACM Transactions on Mathematical Software, 3, 209–226.

  • Fukunaga, K. and Kessel, D. L. (1973), “Nonparametric Bayes Error Estimation Using Unclassified Samples,” IEEE Transactions on Information Theory, 19, 434–440.

  • Glick, N. (1978), “Additive Estimators for Probabilities of Correct Classification,” Pattern Recognition, 10, 211–222.

  • Hand, D. J. (1982), Kernel Discriminant Analysis, New York: Research Studies Press.

  • Hora, S. C. and Wilcox, J. B. (1982), “Estimation of Error Rates in Several-Population Discriminant Analysis,” Journal of Marketing Research.

  • Kendall, M. G., Stuart, A., and Ord, J. K. (1983), The Advanced Theory of Statistics, volume 3, Fourth Edition, New York: Macmillan.

  • Kshirsagar, A. M. (1972), Multivariate Analysis, New York: Marcel Dekker.

  • Lachenbruch, P. A. and Mickey, M. A. (1968), “Estimation of Error Rates in Discriminant Analysis,” Technometrics, 10, 1–10.

  • Lawley, D. N. (1959), “Tests of Significance in Canonical Analysis,” Biometrika, 46, 59–66.

  • Morrison, D. F. (1976), Multivariate Statistical Methods, Second Edition, New York: McGraw-Hill.

  • Parzen, E. (1962), “On Estimation of a Probability Density Function and Mode,” Annals of Mathematical Statistics, 33, 1065–1076.

  • Perlman, M. D. (1980), “Unbiasedness of the Likelihood Ratio Tests for Equality of Several Covariance Matrices and Equality of Several Multivariate Normal Populations,” Annals of Statistics, 8, 247–263.

  • Puranen, J. (1917), “Fish Catch data set (1917),” Journal of Statistics Education Data Archive, last accessed May 22, 2009.

  • Rao, C. R. (1973), Linear Statistical Inference and Its Applications, Second Edition, New York: John Wiley & Sons.

  • Ripley, B. D. (1996), Pattern Recognition and Neural Networks, Cambridge: Cambridge University Press.

  • Rosenblatt, M. (1956), “Remarks on Some Nonparametric Estimates of a Density Function,” Annals of Mathematical Statistics, 27, 832–837.