Linear Statistical Models

ANOVA Lecture Notes

  1. Some Probability Distributions
  2. Stata Anova Commands
  3. Looking at Anova Data
  4. Between-Subjects Designs
  5. t-test for Independent Groups -- A Review
  6. Completely Randomized Design
  7. Coding Categorical Variables
  8. The Anova Model Versus the Regression Model
  9. anova1: The Program
  10. Checking Assumptions
  11. Assessing Normality
  12. Test Dataset #1
  13. Multiple Comparisons
  14. Power & Sample Size
  15. Completely Randomized Factorial Designs
  16. The Big Picture
  17. Sample Quiz #1
  18. Sample Quiz #2
  19. Interactions
  20. Fixed-effects, Random-effects and Mixed-effects Models
  21. Multi-way Factorial Designs
  22. CRF-322 Example
  23. Within-Subjects Designs
  24. t-test for Dependent Groups -- A Review
  25. Randomized Block Designs
  26. Randomized Block Conceptual Example
  27. Randomized Block Factorial Designs
  28. Sample Quiz #3
  29. Split-Plot Factorial Designs
  30. More Split-Plot Factorial Designs
  31. Nested Designs
  32. Sample Quiz #4
  33. Sample Quiz #5
  34. Unbalanced Designs
  35. Analysis of Covariance
  36. Trend Analysis
  37. Robust Anova
  38. Multivariate Analysis of Variance
  39. Multivariate Repeated Measures
  40. Deriving Expected Mean Squares
  41. Expected Mean Squares Further Revealed
  42. Designs
  43. Designs -- Part Deux
  44. Vocabulary Review
  45. You Make the Call

Linear Statistical Models Course

Phil Ender