#as-if-assumptions

? Friedman’s billiard player: is predictive success really all a model owes us?

I build credit-scoring models for a mobile-money company in Nairobi. My models predict, quite well, who will repay a small loan, using patterns in phone and payment records. They do not describe why anyone repays. Some of the strongest predictors are things…