Problem The question that one of my teaching assistants posed was “What is the difference between lm(y ~ x) and lm(y ~ (poly,1)) for linear regression in R?” That is, it is quickly apparent that those commands produce different results, but for the same intention. Here I will try to explore the underlying difference.
Disclaimer: I know that the following discussion is incomplete. These are simply notes that I threw together overnight.

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