Individual skill

ier-identification

Use when the identification argument is the bottleneck for an International Economic Review (IER) manuscript — structural parameter identification, empirical causal identification, or for a theory result, what makes it tightly pinned. Stress-tests the data-to-object mapping to IER's rigor bar; it does not run the estimation.

International-Economic-Review-Skills/skills/ier-identification/SKILL.md

Read pinned source

Source commit 932eb23331721b16e967c59f093781be1928b498

What was checked

Matches the observed repository HEAD
Yes
Scanner rules are current
Yes
Repository scan complete
No
Skill scan complete
No
Observed behavior
Network or broad shell
Last checked
Nov 9, 2026

These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.

Install this skill

Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.

An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.

Repository context

Repository stars (not skill ratings)
1,405
Repository last updated
Sep 27, 2026
License
MIT

Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.

Files and excerpt

File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.

Browse files
Read excerpt

# Identification Strategy (ier-identification)

## When to trigger

- A structural model's parameters are estimated but it is unclear *what in the data* identifies each one
- The headline counterfactual is suspected to be driven by a calibrated elasticity nobody defends
- An empirical causal claim rests on OLS + controls, or TWFE on staggered timing
- A referee says the result is "calibration in disguise" or "not credibly identified"
- For a theory paper, you need to confirm the result is *pinned* (which assumption identifies it) — though the tightness craft lives in `ier-theory-model`

## The IER identification bar

IER prizes a **clean model-to-evidence link**, so identification is judged by one test: is the **mapping from data to the object of interest explicit and defended**? The object differs by branch, and so does what "identified" means. Pick the branch and make the mapping transparent — a referee should be able to point at the data feature that moves each estimate.
Back to top