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The FSA published the English version of "FSA Analytical Notes (2025.6) vol.3 ". PDFfull text

As financial institutions’ business environments and profit structures change, it is important to understand economic and market trends based on data, and to accurately grasp the business conditions of individual financial institutions and also the resilience and vulnerabilities of the financial system as a whole. From this perspective, the FSA has been focusing on the utilization of granular data, such as transaction-level bank loan data and financial data on individual corporations. Some case examples of data analyses using such granular data are published as a series of reports titled “FSA Analytical Notes.”

This issue contains "Attempt to Identify Early Warning Signals on Credit Risks using Regional Banks’ Loan Data and Macroeconomic Indicators".

原文はこちら
https://www.fsa.go.jp/en/about/fsaanalyticalnotes/20250625/20250625.html