Title: Classification, pattern recognition, and reduction of dimensionality /
Authors: Krishnaiah, Paruchuri R.; Kanal, Laveen N.
Publisher: North-Holland Pub. Co. ; Sole distributors for the U.S.A. and Canada, Elsevier Science Pub. Co.,
Year: 1982
Subjects: Discriminant analysis.; Cluster analysis.; Pattern perception.
Contents: 1. Discriminant analysis for time series / R.H. Shumway -- 2. Optimum rules for classification into two multivariate normal populations with the same covariance matrix / S. Das Gupta -- 3. Large sample approximations and asymptotic expansions of classification statistiics / M. Siotani -- 4. Bayesian discrimination / S. Geisser -- 5. Classification of growth curves / J. C. Lee -- 6. Nonparametric classification / J.D. Broffitt -- 7. Logistic discrimination / J.A. Anderson -- 8. Nearest neighbor methods in discrimination / L. Devroye and T.J. Wagner -- 9. The classification and mixture maximum likelihood approaches to cluster analysis / G.J. McLachlan -- 10. Graphical techniques for multivariate data and for clustering / J.M. Chambers and B. Kleiner -- 11. Cluster analysis software / R.K. Blashfield, M.S. Aldenderfer and L.C. Morey -- 12. Single-link clustering algorithms / F.J. Rohlf -- 13. Theory of multidimensional scaling / J. de Leeuw and W. Heiser --^