Concept
Why Having a Model is important for Potential Outcomes
Pearl notes that experience likely depends on education. If someone spends 4 years getting a college degree, then they will lose 4 years of potential experience. Thus for Carol and Bert, the example goes that Carol makes more money than Bert, and has a graduate degree, while Bert has a college degree.
The potential outcome model claims that Carol would make more money than Bert had she only had a college degree, because she would have had the same education and more experience than Bert.
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Updated 2020-04-05
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Data Science