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Chemometric tutorials and courses in the Internet -a review.

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Presentation on theme: "Chemometric tutorials and courses in the Internet -a review."— Presentation transcript:

1 Chemometric tutorials and courses in the Internet -a review

2 Main areas of rewiev Contents –which fields of chemometrics are covered –how thorougly the areas are covered –practical examples Usability Visual appearance

3 VICIM Virtual Institute of Chemometrics and Industrial Metrology –http://www.vicim.com/http://www.vicim.com/ –Terminology, e-learning (require registration) – Tutorials on chemometrics and qualimetrics PCR theory, comparative study on methods (PCR, MLR, PLS etc.) in.pdf – format –Multivariate Calibration and General Chemometrics toolbox available

4 VICIM Available e-material quite limited in multivariate methods Wide selection of tutorials as links to articles Pdf-file of 74 page could be considered too long (especially for on-line usage)

5 VICIM appearance

6 The University of Akron http://ull.chemistry.uakron.edu/chemom etrics/index.htmlhttp://ull.chemistry.uakron.edu/chemom etrics/index.html Basic statistics, DoE, regression methods, non-linear univariate regression, multivariate methods (PCA, MLR, PCR, PLS) Classification (SIMCA, K-nearest neighbors) Neural networks

7 The University of Akron A lot of different tutorials based on the lecture presentations. Slideshows advance in a clear manner. Slideshows could have links to more spesific areas for skipping, e.g., unwanted examples.

8 Akron appearance

9 Missouri State University http://www.psychstat.missouristate.edu/i ntrobook/sbk00.htmhttp://www.psychstat.missouristate.edu/i ntrobook/sbk00.htm ”Introductory statistics: concepts, models and applications” -David W. Stockburger Basic statistic concepts Well indexed titles Theoretically light

10 Missouri appearance

11 Missouri State University http://www.psychstat.missouristate.edu/ MultiBook/mlt00.htmhttp://www.psychstat.missouristate.edu/ MultiBook/mlt00.htm Large book by David W. Stockburger Book well indexed by table of contents Theoretically light Animated illustrations helpful for students with a spesific assignment 2 nd edition offers questions for students

12 Missouri appearance II

13 Vrije Universiteit Brussel http://www.vub.ac.be/fabi/tutorials.html Experimental design, uncertainty Multivariate methods, especially PCR Neural networks Format.pdf / navigation with frames Some overlapping with VICIM Toolbox available

14 Vrije appearance

15 Russian Chemometrics Society http://chemometrics.ru Wide range of chemometric topics from basic level to advanced. Topics clearly indexed in html’s Large collection of presentations Great source for multivariate material in russian language

16 Appearance

17 Homepage of Chemometrics (.se) http://www.chemometrics.se http://www.acc.umu.se/~tnkjtg/chemom etrics/tutorials.htmlhttp://www.acc.umu.se/~tnkjtg/chemom etrics/tutorials.html Wide range of topics in tutorials - available in pdf. Tutorials theoretical rather than ”hands- on” practical –Also links to other sources

18 Appearance

19 NIST (National Institute of Standards and Technology) http://www.itl.nist.gov/div898/handbook ” e-Handbook of Statistical Methods ” Basic statistic principles covered well Large area to cover, multivariate methods less covered

20 Engineering Statistics appearance

21 University of Copenhagen http://www.models.life.ku.dk/teaching/ Introduction to –PARAFAC, N-PLS and Tucker models in chemometrics –Multi-block models –PCA, PLS Clearly outlined multi-way tutorial with Matlab commands Other tutorials as.pdf’s Toolbox available

22 Copenhagen appearance

23 The University of Silesia, Poland Department of Chemometrics Links to tutorials in Chemolab http://www.chemometria.us.edu.pl/index. php?goto=tutorialshttp://www.chemometria.us.edu.pl/index. php?goto=tutorials

24 Ålborg Universitet, Esbjerg http://www.acabs.dk/index.asp# chemometrics –basic –advanced (neural networks) –lecture notes –exercises Intended to users who also listen the lectures

25 Ålborg Universitet

26 Companies Camo –Self-learning packages Multivariate Data Analysis in Practice Multivariate Datenanalyse http://www.camo.com/training/self-learning-package.html Umetrics –SIMCA tutorial in.pdf http://www.umetrics.com/default.asp/ pagename/downloads_userguide/c/3


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