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lab:classes:eda2010

Table of Contents

EDA 2010

Lectures

  1. Jan 13 - Introduction to exploratory data analysis
  2. Jan 18 - Introduction to statistical software R
  3. Jan 20 - Stem-and-Leaf plots
  4. Jan 25 - Box-Whisker plots
  5. Jan 27 - Histogram
  6. Feb 01 - Quantile-Quantile plots
  7. Feb 03 - Transformation (1)
  8. Feb 08 - Transformation (2)
  9. Feb 10 - Time series related techniques
  10. Feb 15 - Smoothing techniques (1)
  11. Feb 17 - Smoothing techniques (2)
  12. Feb 22 - Identify relationships (scatter plots)
  13. Feb 24 - Regression and variable selection
  14. Mar 01 - Lecture and homework review
  15. Mar 03 - Midterm exam
  16. Mar 15 - Regression diagnostics (1)
  17. Mar 17 - Regression diagnostics (2)
  18. Mar 22 - Robust regression
  19. Mar 24 - Non-parametric method (1)
  20. Mar 29 - Non-parametric method (2)
  21. Mar 31 - Qualitative data analysis (1)
  22. Apr 07 - Qualitative data analysis (2)
  23. Apr 12 - Multivariate visualization
  24. Apr 14 - Classification
  25. Apr 19 - Case study 1
  26. Apr 21 - Case study 2
  27. Apr 26 - Lecture and homework review
  28. Apr 28 - Final exam (Class project)

R stuff

http://www.harding.edu/fmccown/R/

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