What is the difference between regression and correlation?
An example of an AI chatbot conversation about regression and correlation concepts.
What is the difference between regression and correlation?
Regression and correlation both analyze relationships between variables, but regression predicts one variable based on another, while correlation measures the strength and direction of a relationship.
Can you give me an example of each?
Sure! In regression, you might predict a person's weight based on their height. In correlation, you could measure how closely related the number of hours studied is to exam scores.
Are there any limitations to using correlation?
Yes, correlation does not imply causation. Just because two variables are correlated doesn't mean one causes the other.
When should I use regression instead of correlation?
Use regression when you want to make predictions or understand the relationship between a dependent and independent variable. Use correlation for exploring relationships without implying causation.
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