Difference between revisions of "Main Page"

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* Please note that classes '''start at 15:00''' (except for class 9 that starts at 16:00).
* Please note that classes '''start at 15:00''' (except for class 9 that starts at 16:00).
* Please read the article [http://www.scientificamerican.com/article.cfm?id=finance-why-economic-models-are-always-wrong Why economic models are always wrong] for next class - a simplistic explanation of one topic we will cover.
* Please read the article [http://www.scientificamerican.com/article.cfm?id=finance-why-economic-models-are-always-wrong Why economic models are always wrong] for next class - a simplistic explanation of one topic we will cover.
* [[Applications_of_Latent_Variable_Methods| Class notes are now available]]
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Revision as of 18:00, 28 October 2011

Latent Variable Methods for Engineering: CHE 765


Administrative
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Announcements


Class materials
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1: Course overview and introduction to latent variable methods

2,3,4: Principal component analysis (PCA)

4,5: Application of PCA to process monitoring

6: Projection to latent structures (PLS)

7,8,9 Applications of latent variable methods

10 Dealing with 3D data: batch and image data

11 Multiblock data analysis: dealing with data from multiple sources

12 Optimization and new product development

13 Course project presentations

Assignments, projects and datasets
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Assignments

Project

Crystal Clear mimetype spreadsheet.png All course datasets


Course calendar

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