What is the difference between correlation and causation?
An example of an AI chatbot conversation about correlation vs causation concepts.
What is the difference between correlation and causation?
Correlation refers to a relationship or association between two variables, while causation indicates that one variable directly affects another.
Can you give me an example of each?
Sure! A correlation example is ice cream sales and temperature; they rise together. Causation example: smoking causes lung cancer.
So, just because two things are correlated, it doesn't mean one causes the other?
Exactly! Correlation can be coincidental or due to a third factor influencing both variables.
How can I determine if a correlation is causal?
You can conduct experiments, look for temporal precedence, and rule out confounding variables to establish causation.
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