About Classifion

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Brief theory of ...

List of references

Glossary of terms

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Spectrino website

Sicyon website

 Written by and
copyright
Teodor Krastev

 

Websites of statistical and classification software

  1. Free Statistical Software

  2. GAMS Guide for Available Math Software

  3. Statistical software providers at Stata

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

Books about classification and statistics

  1. Statistics - comprehensive online textbook at StatSoft

  2. One-class classification, thesis by David Martinus Johannes [pdf

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

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

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

  6. Engineering Statistics Handbook at NIST

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

Articles about classification, mass spectrometry, and everything interesting in-between

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

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

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

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

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

  6. Mahalanobis Distance, by Van Aelst  [pdf]

  7. Discriminant Analysis, by Van Aelst  [pdf]

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

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

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

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

  12. Cluster Analysis, by Van Aelst  [pdf]