Individual skill

ecta-identification

Use when the bottleneck is identification and inference for an Econometrica manuscript — identification conditions and asymptotic distribution theory for an estimator, or axioms and existence/uniqueness for a theory model. Stress-tests the formal foundations before the proofs and simulations are written.

Econometrica-Skills/skills/ecta-identification/SKILL.md

Read pinned source

Source commit 932eb23331721b16e967c59f093781be1928b498

What was checked

Matches the observed repository HEAD
Yes
Scanner rules are current
No
Repository scan complete
No
Skill scan complete
Yes
Observed behavior
Not checked yet
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)
1,409
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, Asymptotics, and Axiomatic Foundations (ecta-identification)

## When to trigger

- An estimator is defined and shown consistent, but its **limiting distribution** is missing
- Identification is asserted ("the parameter is identified") without a proof or counterexample analysis
- A theory model posits behavior but the **axioms** are not isolated, or existence/uniqueness is unproven
- Inference is proposed (standard errors, tests) without the asymptotic theory that justifies it

This is the formal spine. Econometrica referees check it first; a gap here sinks the paper.

**Re-slant for Econometrica.** Identification here is *not* primarily "do I have a credible
research design for a causal estimate" (that framing belongs to AER / QJE / JPE / REStud).
Econometrica's core is **identification and estimator validity inside structural and
Back to top