What are three-way interactions in statistics?
Three-way interactions occur when the effect of one independent variable on a dependent variable changes depending on the levels of two other independent variables.
Can you give me an example of a three-way interaction?
Sure! Imagine studying the effects of study time, sleep, and caffeine on test scores. The impact of study time might differ based on how much sleep a student gets and their caffeine intake.
How do I analyze three-way interactions in my data?
You can analyze three-way interactions using statistical software like R or SPSS. You'll typically use ANOVA to assess the interaction effects.
What should I look for in the results?
Look for significant interaction terms in your output. If the interaction is significant, it indicates that the relationship between variables is not consistent across all levels.
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