Individual skill
jfi-data-analysis
Use when planning or stress-testing the analysis behind a Journal of Financial Intermediation (JFI) paper — bank/loan-level panel work, demand-absorbing specifications, and the robustness battery for empirics, or numerical examples and calibrated illustrations for theory. It guides the analysis plan; it does not replace running the code.
Journal-of-Financial-Intermediation-Skills/skills/jfi-data-analysis/SKILL.md
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# Data Analysis (jfi-data-analysis)
## When to trigger
- Building the empirical analysis on bank/firm/loan data, or its robustness battery
- Building a numerical example or calibration that illustrates a model's mechanism
## Empirical track (banking data)
- **Sample construction:** document the universe (e.g., Call Reports / FR Y-9C banks, DealScan loans,
HMDA mortgages), merge keys, and every filter; intermediation samples are sensitive to mergers, charter
changes, and reporting breaks.
- **Variables:** define balance-sheet and credit quantities precisely (levels vs. growth, winsorizing,
deflation); state timing relative to the shock to avoid mechanical reverse causality.