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From Latent Variable Methods in Engineering
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Latent Variable Methods for Engineering: CHE 765


Administrative
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Announcements

  • All course videos are at the link (see above this line)
  • Please note that classes start at 15:00 (except for class 9 that starts at 16:00).
  • Please read the article Why economic models are always wrong for next class - a simplistic explanation of one topic we will cover.
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

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Course calendar

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