jfe-identification

Installation
SKILL.md

Identification & Endogeneity (jfe-identification)

When to trigger

  • The empirical core is OLS + controls with endogeneity hand-waved away
  • A DID uses two-way fixed effects with staggered adoption and you have not addressed the heterogeneous-treatment-effects bias
  • Your IV's exclusion restriction or relevance is undefended
  • Selection into the sample or treatment is plausible and unaddressed
  • A referee could say "your X is endogenous to your Y"

The JFE identification bar

JFE referees expect endogeneity and selection to be treated explicitly, and they expect every plausible alternative explanation to be ruled out — not waved away. Corporate-finance papers are held to a credible-design standard; asset-pricing papers to a disciplined-inference standard (see jfe-empirical-design). This skill covers the corporate-finance causal side; the design/estimator side lives in jfe-empirical-design.

JFE corporate finance descends from Jensen & Meckling (1976), "Theory of the firm: Managerial behavior, agency costs and ownership structure" — the agency-cost foundation and the journal's single most-cited paper. Modern reviewing keeps that demand for an economic mechanism but layers on a hard requirement for credible identification: a correlation between a governance/financing variable and an outcome will not survive review unless the endogeneity is convincingly handled. The best corporate-finance paper each year wins the Jensen Prize.

Design priority (strong -> weaker)

Installs
1
GitHub Stars
1.1K
First Seen
Aug 18, 2026
jfe-identification — brycewang-stanford/awesome-journal-skills