Department of Statistics
“Needle in a haystack”
3,000,000 months of credit-card activity
Simple predictor that all are OK looks pretty good.
What factors anticipate bankruptcy?
Spending patterns? Payment history?
Demographics? Missing data?
Combinations of factors?
Cash Advance + Las Vegas = Problem
We consider more than 100,000 predictors!