Written by and
copyright ©
Teodor Krastev 

Websites of statistical and classification software

Free
Statistical Software

GAMS Guide for Available Math Software

Statistical
software providers at Stata

StatLib: Data, Software and
News from the Statistics Community
Books about classification and statistics

Statistics
 comprehensive online textbook at StatSoft

Oneclass classification, thesis by David Martinus
Johannes [pdf]

Statistical Analysis of Proteomic Mass Spectrometry
Data, thesis by Kelly Handley [pdf]

Machine Learning, Neural and Statistical
Classification [pdf]

Information Theory, Inference, and Learning
Algorithms [pdf]

Engineering Statistics Handbook at NIST

Amazon book search for
statistics classification,
multivariate analysis,
chemometrics
Articles about classification, mass spectrometry, and
everything interesting inbetween

Chemometrics for qualitative or quantitative
measurements (the basics) [pdf]

Applied Chemometrics: From Chemical Data to Relevant
Information; K. Varmuza [pdf]

Comparison of classification methods... mass
spectrometry data; C. Truntzer et al. (2014) [pdf]

A Review on Mass Spectrometry: Technique and Tools
(software review); Yerlekar et al (2014) [pdf]

Principal Component Analysis, by Van Aelst [pdf]

Mahalanobis Distance, by Van Aelst [pdf]

Discriminant Analysis, by Van Aelst [pdf]

Bayesian Principal Component Analysis, by M. N. Nounou, et al. [pdf]

Nonlinear principal component analysis, by R. Der, et al. [pdf]

A tutorial on Principal Components Analysis, by L. I. Smith [pdf]

Structured Principal Component Analysis, by K. M. Branson et al. [pdf]

Cluster Analysis, by Van Aelst [pdf]
