Items Tagged with 'Alternative data'

ARTICLES

  • CFPB study shows alternative credit models lead to more loans, cheaper loans

    Test shows one alternative credit model leads to 27% more loan approvals
    For the better part of this decade, there’s been a serious push to get the GSEs to use newer credit scoring models that consider factors such as a person’s bank account history or utility payments when determining their creditworthiness. That movement all but ended last year, when the FHFA said that it will not be authorizing the use of any new credit scoring model for several years, but a newly released study from the CFPB shows that using alternative credit models will not only lead to more borrowers getting loans, the loans they get will be cheaper too.
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  • Can scoring trended data help lenders expand credit access?

    And what’s keeping 50 million credit invisible in the U.S.
    [Expert Commentary] Americans who don’t have a FICO Score present both an opportunity and a challenge for lenders. Some lenders are asking can scoring trended data, or more accurately trended credit bureau data, as some credit score companies claim, actually help expand credit access to these consumers? The short answer is no and here’s why.
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  • From HW Magazine

    Harnessing the power of alternative data

    When Facebook meets FICO
    The secret sauce of underwriting varies from lender to lender and is often a closely guarded secret. Increasingly important is the use of “alternative data” – a variety of information about a prospective borrower that, while not directly related to credit, has proven to hold great predictive value. Using alternative data means a lot of data to sort through and find patterns. Accordingly, the latest advances in artificial intelligence and machine learning are put to work by lenders and data providers to get the most out of this data.
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