Fundamentals of Statistics contains material of various lectures and courses of H. Lohninger on statistics, data analysis and chemometrics......click here for more.


Literature References - Cluster Analysis, Classification

[Steinhausen 1977] D. Steinhausen, K. Langer
Clusteranalyse: Einführung in Methoden und Verfahren der automatischen Klassifikation
Berlin: de Gruyter, 1977
[Hastie 2009] T. Hastie, R. Tibshirani, J. Friedman
The Elements of Statistical Learning
New York: Springer, 2009
An excellent textbook on multivariate data analysis which not only deals with classifiers but also with modeling.