Imagine I randomly select a group of smokers and a group of nonsmokers. I then measure lung

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Imagine I randomly select a group of smokers and a group of nonsmokers.

I then measure lung disease in each group. What type of design is this? If I observe a difference between the groups in rate of lung disease, why can’t I conclude that this difference is caused by smoking?

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