Leveraging predictive models: The right approach for your institution?

By Lauren Smith

Predictive models will have a direct impact on an institution’s ability to support the CECL estimate. Given this, institutions should thoroughly evaluate the costs and benefits of using a modeled versus a non-modeled approach. Predictive models require significant investment, including upfront development and validation as well as ongoing maintenance. However, the benefits of leveraging predictive models include a streamlined reserving process and greater transparency into a potentially volatile estimate.

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