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Updated: June 25, 2025

Financial Services Agency

Publication of "FSA Analytical Notes"

The FSA is enhancing its data analysis capabilities and data infrastructure. Some case-examples of the data analyses undertaken by the FSA as part of such efforts are published as "FSA Analytical Notes."

  • FSA Analytical Notes (2025.6) vol.3 NEW
    • Attempt to identify early warning signals on credit risks using regional banks’ loan data and macroeconomic indicators
  • FSA Analytical Notes (2025.6) vol.2 NEW
    • Analysis on credit risk management practices in regional banks - Investigation on credit risk mitigation for loans and study on rating transition prediction models -
    • Understanding the utilization of Credit Guarantee System
  • FSA Analytical Notes (2025.6) vol.1 NEW
    • Loans extended to newly founded companies
  • FSA Analytical Notes (2025.5)
    • Attempt to effectively utilize text data by applying AI technologies
    • Current trends in deposits under the increasing interest rate environment
  • FSA Analytical Notes (2025.1) vol.2
    • Analysis of Borrower Classifications Assigned to Shared Borrowers
    • Attributes of Housing Loans by Regional Banks
  • FSA Analytical Notes (2025.1) vol.1
    • Analysis of Japanese Stock Market Turbulence in Early August 2024
  • FSA Analytical Notes (2024.7) vol.2
    • Analysis of Impact of High-speed Trading Activity on Market Liquidity and Magnitude of Market Fluctuations
  • FSA Analytical Notes (2024.7) vol.1
    • Analysis of Trends of Real Estate Loans by Regional Banks and Study on Credit Ratings using Machine Learning
    • Analysis of Corporate Transaction Network
    • Analysis of Corporate Bankruptcies arising from Human Resource Shortages amid the Changing Working Environment
  • FSA Analytical Notes (2024.3)
    • Analysis of Credit Guaranteed Borrowers amid the COVID-19 Pandemic
    • Quantitative Analysis of Consultation and Support Functions by Financial Institutions
  • FSA Analytical Notes (2023.6)
    • Current Trends in Financial Conditions of the Corporate Sector
    • Analysis of Credit Risks in Bank Loans
    • Analysis of climate-related financial risks
Contact

Macro-financial Stability and Data Strategy Office, Risk Analysis Division, Strategy Development and Management Bureau, Financial Services Agency

Tel +81-(0)3-3506-6000
E-mail datastrategyoffice[at]fsa.go.jp

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