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


Literatur - Statistical Tests

[Barnett 1994] V. Barnett, T. Lewis, V. Rothamsted
Outliers in Statistical Data
New York: Wiley, 1994
[Bortz 1990] J. Bortz, G.A. Lienert, K. Boehnke
Verteilungsfreie Methoden in der Biostatistik
Berlin: Springer, 1990
An excellent book on distribution free methods, offering a in-depth discussion of the most common distribution free tests; in German language.
[Efron 1998] B. Efron, R.J. Tibshirani
An Introduction to the Bootstrap
CRC Press, 1998
The classical book on bootstrapping techniques.
[Sheskin 2007] D.J. Sheskin
Handbook of Parametric and Nonparametric Statistical Procedures
Boca Raton: Chapman & Hall 2007
[Yates 1934] F. Yates
Contingency tables.
Journal of the Royal Statistical Society 1 (1934) 217-235.