How do I interpret interaction effects in my data?
An example of an AI chatbot conversation about interpreting interaction effects in statistical analysis.
How do I interpret interaction effects in my data?
Interaction effects occur when the effect of one variable on the outcome depends on the level of another variable. Can you provide more context?
I'm analyzing a dataset with two independent variables and one dependent variable.
Great! You can visualize interaction effects using interaction plots. Have you created any plots yet?
Not yet, but I plan to. What should I look for in the plots?
Look for lines that cross or diverge, indicating that the relationship between one independent variable and the dependent variable changes at different levels of the other variable.
That makes sense! Are there any statistical tests I should run?
Yes, you can use ANOVA to test for interaction effects. Make sure to include the interaction term in your model.
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