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Wielded skillfully, ’metrics tools other than random assignment can have much of the causality-revealing power of a real experiment. The most basic of these tools is regression, which compares treatment and control subjects who have the same observed characteristics.
Mastering 'Metrics: The Path from Cause to Effect
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