Analysis of variance and design of experiments

This online course from Penn State University, provides 12 lessons focusing on various aspects of this option.

The course includes aspects on "randomization and blocking, single and multiple factor designs, crossed and nested factors, quantitative and qualitative factors, random and fixed effects, split plot and repeated measures designs, crossover designs and analysis of covariance (ANCOVA)."

Contents

  • Lesson 1: Overview of ANOVA
  • Lesson 2: ANOVA Foundations
  • Lesson 3: The ANOVA Model
  • Lesson 4: Multi-Factor ANOVA
  • Lesson 5: Random Effects and Introduction to Mixed Models
  • Lesson 6: Experimental Design
  • Lesson 7: Split-Plot Designs
  • Lesson 8: Analysis of Covariance (ANCOVA)
  • Lesson 9: ANCOVA II
  • Lesson 10: Introduction to Repeated Measures
  • Lesson 11: Cross-over Repeated Measure Designs
  • Lesson 12: Putting It All Together

Sources

The Pennsylvania State University. (2012). Analysis of variance and design of experiments. Retrieved from https://online.stat.psu.edu/stat502/