What are interaction effects in statistics?
An example of an AI chatbot conversation about understanding interaction effects in statistics.
What are interaction effects in statistics?
Interaction effects occur when the effect of one independent variable on the dependent variable changes depending on the level of another independent variable.
Can you give me an example of interaction effects?
Sure! Imagine studying the impact of study time and sleep on test scores. The effect of study time might be different for students who sleep well compared to those who don't.
How do I test for interaction effects in my data?
You can test for interaction effects using statistical models like ANOVA or regression analysis, including interaction terms in your model.
What should I do if I find significant interaction effects?
If you find significant interaction effects, interpret them carefully, as they indicate that the relationship between variables is more complex than initially thought.
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