Written by and
copyright ©
Teodor Krastev

Websites

1. StatLib: Data, Software and News from the Statistics Community

2. GAMS Guide for Available Math Software

3. Classification Society of North America

4. Pattern Recognition ref. list from McGill university

5. Statistical software providers at Stata

6. Classification software based on neural network from NeuroDimension, Inc

Books

1. Electronic Statistics Textbook at StatSoft

2. Engineering Statistics Handbook at NIST

3. Machine Learning, Neural and Statistical Classification [pdf]

4. Information Theory, Inference, and Learning Algorithms [pdf]

5. Introductory Statistics: Concepts, Models, and Applications, by D. Stockburger

6. Handbook of Chemoinformatics: Table of contents [pdf] 

7. Amazon book search for statistics classification,  multivariate analysis, chemometrics

Articles

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

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

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

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

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

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

7. Principal Component Analysis, by Van Aelst  [pdf]

8. Mahalanobis Distance, by Van Aelst  [pdf]

9. Discriminant Analysis, by Van Aelst  [pdf]

10. Cluster Analysis, by Van Aelst  [pdf]