aer-tables-figureslisted
Install: claude install-skill brycewang-stanford/AER-Skills
# AER Tables and Figures
## Overview
Reviewers in economics read tables first. A misformatted, overstuffed, or note-bloated table signals carelessness and increases desk rejection probability independently of the result quality. This skill enforces AER house style and the "one claim per exhibit" discipline.
Hard AER conventions:
- **Captions go below figures, above tables.**
- **Tables use booktabs-style horizontal rules** (no vertical rules).
- **Figure notes use the `tablenotes` / `figurenotes` environment.**
- **No color-only encoding** — figures must remain legible in grayscale and to color-blind readers.
## When to Use
- Drafting the main results table
- Auditing tables before submission
- An R&R demands consolidation or restructuring of tables
- Figures look noisy, dense, or "Excel-default"
## The Five Canonical Tables
Every empirical AER paper has approximately:
1. **Summary statistics** — N, mean, SD, min, max for the analysis sample. One table; ≤ 15 rows. Group by treatment/control if relevant.
2. **Variable definitions** — source, construction, units. Push to appendix if main paper is tight on space.
3. **Balance / first stage** — covariate balance (RCT, RD, matched DiD) or first-stage coefficients (IV).
4. **Main result** — 3-7 columns, each a progressively richer specification. The column the referee will quote is column (4) or (5).
5. **Robustness / heterogeneity** — one table consolidating the most important checks.
If your paper needs more than ~7 mai