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 - Chemometrics

[Brereton 1992] R.G. Brereton, et al. (eds.)
Chemometrics Tutorials II
Amsterdam: Elsevier Science Publishers, 1992
[Brereton 1990] R.G. Brereton
Chemometrics: Applications of Mathematics and Statistics to Laboratory Systems
Chichester: Ellis Horwood, 1990
[Danzer 2001] K. Danzer, H. Hobert, C. Fischbacher, K.-U. Jagemann
Chemometrik - Grundlagen und Anwendungen
Berlin: Springer, 2001
in German language
[Deming 1987] S.N. Deming, S.L. Morgan
Experimental Design: A Chemometric Approach
Elsevier 1987
[Haswell 1992] S.J. Haswell (ed.)
Practical Guide to Chemometrics
New York: Marcel Dekker, 1992.
[Funk 2005] W. Funk, V. Dammann, G. Donnevert
Qualitätssicherung in der Analytischen Chemie
Wiley-VCH, Weinheim 2005
[Gemperline 2006] P. Gemperline
Practical Guide to Chemometrics
CRC Press, Taylor and Francis, 2006
[Kowalski 1984] B.R. Kowalski (ed.)
Chemometrics. Mathematics and Statistics in Chemistry
Dordrecht, Holland: D. Reidel Publishing Company, 1984
[Kromidas 1984] S. Kromidas
Handbuch Validierung in der Analytik
Weinheim, Germany: VCH, 2001
[Maeder 2007] M. Maeder, Y.-M. Neuhold
Practical Data Analysis in Chemistry
Elsevier 2007
[Martens 1993] H. Martens, T. Naes
Multivariate Calibration
Chichester: John Wiley & Sons, 1993
Standard textbook on multivariate calibration; recommended.
[Massart 1988] D.L. Massart, B.G.M. Vandeginste, L.M.C. Buydens, S. de Jong, P.J. Lewi, J. Smeyers-Verbeke
Handbook of Chemometrics and Qualimetrics, Vol. 1 & 2
Amsterdam: Elsevier Science Publishers, 1997
Standard textbook which covers many areas of chemometrics; quite expensive.
[Massart 1990] D. L. Massart, et al. (eds.)
Chemometrics Tutorials
Amsterdam: Elsevier Science Publishers, 1990
[Naes 2004] T. Naes, T. Isaksson, T. Fearn, T. Davies
A User-Friendly Guide to Multivariate Calibration and Classification
NIR Publications, 2004
[Otto 1997] M. Otto
Chemometrie
Weinheim: VCH, 1997
in German language
[Salzer 2009] R. Salzer, H.W. Siesler
Infrared and Raman Spectroscopic Imaging
Wiley-VCH, 2009
[Sharaf 1986] M.A. Sharaf, D.L. Illman, B.R. Kowalski
Chemometrics
New York: Wiley-Interscience, 1986