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DataFunTalk
DataFunTalk
May 28, 2023 · Artificial Intelligence

Applying External Data in Consumer Credit Risk Management: Framework, Evaluation, and Joint Modeling

This article presents a comprehensive overview of using external data in consumer credit risk management, covering the risk operating framework, data types, challenges of data integration, evaluation methods, joint modeling techniques, and practical solutions to improve model performance and business outcomes.

credit riskdata evaluationexternal data
0 likes · 18 min read
Applying External Data in Consumer Credit Risk Management: Framework, Evaluation, and Joint Modeling
DataFunSummit
DataFunSummit
May 12, 2023 · Artificial Intelligence

Applying External Data in Consumer Credit Risk Management: Framework, Evaluation, and Joint Modeling

This article explains how external data can be integrated into consumer credit risk management, covering the credit risk operating framework, data types needed for acquisition, pre‑loan and post‑loan stages, evaluation methods, challenges of joint modeling, transfer‑learning solutions, and clustering strategies to improve model performance.

consumer lendingcredit riskdata evaluation
0 likes · 17 min read
Applying External Data in Consumer Credit Risk Management: Framework, Evaluation, and Joint Modeling