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 (2025.7) NEW
  • A Quantitative and Textual Analysis of Climate-Related Risks in the Banking Sector
• 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
  • 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