The roles of alternative data and machine learning in fintech lending: Evidence from the LendingClub consumer platform

Author:

Jagtiani Julapa1,Lemieux Catharine2

Affiliation:

1. Federal Reserve Bank of Philadelphia Philadelphia Pennsylvania

2. Federal Reserve Bank of Chicago Chicago Illinois

Publisher

Wiley

Subject

Economics and Econometrics,Finance,Accounting

Reference40 articles.

1. Alyakoob M. Rahman M. &Wei Z.(2017).Where you live matters: The impact of local financial market competition in managing online peer‐to‐peer loans. Purdue University Working Paper.

2. Balyuk T. &Davydenko S.(2018).Reintermediation in fintech: Evidence from ONLINE Lending. Emory University and University of Toronto Working Paper.

3. Bertsch C. Hull I. &Zhang X.(2016).Monetary normalizations and consumer credit: Evidence from Fed liftoff and online lending. Sveriges Riksbank Working Paper 319.

4. Changes in U.S. family finances from 2013 to 2016: Evidence from the survey of consumer finance;Bricker J.;Federal Reserve Bulletin,2017

5. Buchak G. Matvos G. Piskorski T. &Seru A.(2017).Fintech regulatory arbitrage and the rise of shadow banks. NBER Working Paper 23288.

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