ADVANTAGES AND DISADVANTAGES OF DIFFERENT ANOVA DESIGNS

Below are general types of ANOVA designs we will be reading about in this module. The differences in methodology are based on experimental design:

  1. One-Way Between-Subjects or Within-Subjects Design
  2. Two-Way Between-Subjects Factorial Design

We discussed the pros and cons of one-way between-subjects ANOVA and one-way within-subjects ANOVA in Module 6. Use some of those facts discussed in that last discussion and debate the advantages and disadvantages of one-way ANOVA designs vs two-way factorial ANOVA designs with your classmates. Summarize the advantages and disadvantages of each from a statistical and practical perspective, and provide a real-world example of an experiment and design for the two-way factorial ANOVA.

Use your real-world example to explain in detail, how the example you provided fits the design selected for that example (two-way between-subjects factorial design). Make sure to discuss your:

  • Experimental design
  • Sample size
  • Number of variables
  • Number of levels for each variable
  • Possible interactions between variable

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