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Wharton

Department of Statistics

12

Auctions and Over-fitting

Auction jar of coins to a class of MBA students

Histogram shows the bids of 30 students

Most were suspicious, but a few were not!

Actual value is $3.85

Known as “Winner’s Curse”

Similar to over-fitting: best model like high bidder

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