What is the difference between causation and correlation?
An example of an AI chatbot conversation about causation vs correlation in statistics.
What is the difference between causation and correlation?
Causation implies that one event causes another, while correlation indicates a relationship without direct causation.
Can you give me an example of each?
Sure! Causation example: Smoking causes lung cancer. Correlation example: Ice cream sales increase with temperature, but one doesn't cause the other.
How can we determine if something is causal?
We can use experiments, statistical controls, and longitudinal studies to establish causality.
What are some common misconceptions about this topic?
A common misconception is that correlation always implies causation, which can lead to false conclusions.
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