Department of Statistics
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