www.fsa.go.jp/common/about/kaikaku/fsaanalyticalnotes/20250625/20250625.html
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FSA Analytical Notes（2025.6）vol.3の公表：金融庁
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This page announces the publication of "FSA Analytical Notes (2025.6) vol.3" by Japan's Financial Services Agency. As financial institutions' operating environments and revenue structures change, data-driven analysis is essential for understanding economic and market trends and assessing individual institutions' conditions and overall financial system resilience. This report presents a trial analysis of credit risk trends using regional banks' detailed loan data and macroeconomic indicators with machine learning models. The analysis, targeting debtor classification downgrades, identified useful indicators for detecting early warning signs. The FSA plans to expand analysis scope, refine indicators, and improve models for enhanced dialogue with financial institutions.
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