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jbf-data-analysis

Use when building or auditing the empirical data and estimation pipeline for a Journal of Banking & Finance manuscript, including financial datasets, bank panels, winsorization, fixed effects, robustness, and reproducible scripts.

Journal-of-Banking-and-Finance-Skills/skills/jbf-data-analysis/SKILL.md

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Last checked: Nov 9, 2026

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Repository stars (not skill ratings): 1,402
Repository last updated: Sep 27, 2026
License: MIT

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journal Repository topic
academic-research Repository topic
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# Data Analysis (jbf-data-analysis)

## When to trigger

- You are constructing the sample, variables, or estimation pipeline
- Results need robustness, heterogeneity, mechanism, or economic-magnitude checks
- Proprietary finance datasets require a reproducible but non-redistributable workflow

## Data construction

1. **Document every source**: CRSP, Compustat, Call Reports, BankFocus, Dealscan,
   TRACE, OptionMetrics, FDIC, SEC EDGAR, FRED, or private hand-collected data.
2. **Define the unit of observation**: bank-quarter, firm-year, loan facility,
   security-day, country-year, event-firm, etc.