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arXiv 2201.08276q-fin.GNcs.LG

Applicability of Large Corporate Credit Models to Small Business Risk Assessment

Stanford University(斯坦福大学)

Khalid El-Awady

英文摘要:

There is a massive underserved market for small business lending in the US with the Federal Reserve estimating over \$650B in unmet annual financing needs. Assessing the credit risk of a small business is key to making good decisions whether to lend and at what terms. Large corporations have a well-established credit assessment ecosystem, but small businesses suffer from limited publicly available data and few (if any) credit analysts who cover them closely. We explore the applicability of (DL-based) large corporate credit risk models to small business credit rating.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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