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Keywords:lending efficiency 

Working Paper
CONSUMER LENDING EFFICIENCY:COMMERCIAL BANKS VERSUS A FINTECH LENDER

We compare the performance of unsecured personal installment loans made by traditional bank lenders with that of LendingClub, using a stochastic frontier estimation technique to decompose the observed nonperforming loans into three components. The first is the best-practice minimum ratio that a lender could achieve if it were fully efficient at credit-risk evaluation and loan management. The second is a ratio that reflects the difference between the observed ratio (adjusted for noise) and the minimum ratio that gauges the lender?s relative proficiency at credit analysis and loan monitoring. ...
Working Papers , Paper 19-22

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