Valid t-Ratio Inference for IV

S-Tier
Journal: American Economic Review
Year: 2022
Volume: 112
Issue: 10
Pages: 3260-90

Authors (4)

David S. Lee (not in RePEc) Justin McCrary (not in RePEc) Marcelo J. Moreira (Fundação Getúlio Vargas (FGV)) Jack Porter (not in RePEc)

Score contribution per author:

2.011 = (α=2.01 / 4 authors) × 4.0x S-tier

α: calibrated so average coauthorship-adjusted count equals average raw count

Abstract

In the single-IV model, researchers commonly rely on t-ratio-based inference, even though the literature has quantified its potentially severe large-sample distortions. Building on Stock and Yogo (2005), we introduce the tF critical value function, leading to a standard error adjustment that is a smooth function of the first-stage F-statistic. For one-quarter of specifications in 61 AER papers, corrected standard errors are at least 49 and 136 percent larger than conventional 2SLS standard errors at the 5 percent and 1 percent significance levels, respectively. tF confidence intervals have shorter expected length than those of Anderson and Rubin (1949), whenever both are bounded.

Technical Details

RePEc Handle
repec:aea:aecrev:v:112:y:2022:i:10:p:3260-90
Journal Field
General
Author Count
4
Added to Database
2026-01-26