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Welcome to the McMaster course: Statistics for Engineering (CHE 4C3/6C3)


Administrative

Announcements - previous ones available from


This is the website for the 2010 course. Materials for the 2011 course are at http://stats4eng.connectmv.com
Links on this site will automatically redirect to the new site.
Kevin


Class materials: notes and videos
  1. Course overview and materials for all classes
  1. Visualizing data
  2. Review of univariate statistics
  3. Process monitoring
  4. Least squares modelling
  5. Design and analysis of experiments (DOE)
  6. Latent variable methods and applications (PCA, PCR, PLS)
  1. Course wrap up

Extra classes on latent variable methods:

  • Class 1 13 April: applications of PCA
  • Class 2 19 April: introducing PLS
  • Class 3 26 April: using PCA and PLS for classification
  • Class 4 30 April: time-series modelling & empirical modelling with PCA and PLS

     Supplementary readings
     Corrections to PDF versions of course notes


Assignments, projects and exams
  1. Visualization assignment (with solutions)
  2. Univariate data analysis assignment A (with solutions)
  3. Univariate data analysis assignment B (with solutions)
  4. Process monitoring charts assignment (with solutions)
  5. Least squares assignment (with solutions)
  6. Design of experiments A (with solutions)
  7. Design of experiments B (with solutions)
  8. Design of experiments C (optional assignment)
  9. Latent variable methods (optional assignment; bullet point solutions)






Some of the data sets used in the course
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