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… I tried calculating probability models based on P(Y) in the final row in the practice excercise 3.31 and it doesn't line up with the answer provided however, doing so using P(y_i) matches the provided solution so I think this was a typo.

… I tried calculating probability models based on P(Y) in the final row in the practice excercise 3.31 and it doesn't line up with the answer provided however, doing so using P(y_i) matches the provided solution so I think this was a typo.
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