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Chemometric tutorials and courses in the Internet -a review
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Main areas of rewiev Contents –which fields of chemometrics are covered –how thorougly the areas are covered –practical examples Usability Visual appearance
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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
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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)
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VICIM appearance
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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
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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.
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Akron appearance
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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
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Missouri appearance
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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
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Missouri appearance II
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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
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Vrije appearance
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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
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Appearance
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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
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Appearance
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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
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Engineering Statistics appearance
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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
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Copenhagen appearance
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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
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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
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Ålborg Universitet
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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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