Two-Way Models for Gravity

A-Tier
Journal: Review of Economics and Statistics
Year: 2017
Volume: 99
Issue: 3
Pages: 478-485

Score contribution per author:

4.022 = (α=2.01 / 1 authors) × 2.0x A-tier

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

Abstract

Empirical models for dyadic interactions between <i>n</i> agents often feature agent-specific parameters. Fixed-effect estimators of such models generally have bias of order <i>n</i><sup>−1</sup>, which is nonnegligible relative to their standard error. Therefore, confidence sets based on the asymptotic distribution have incorrect coverage. This paper looks at models with multiplicative unobservables and fixed effects. We derive moment conditions that are free of fixed effects and use them to set up estimators that are <i>n</i>-consistent, asymptotically normally distributed, and asymptotically unbiased. We provide Monte Carlo evidence for a range of models. We estimate a gravity equation as an empirical illustration.

Technical Details

RePEc Handle
repec:tpr:restat:v:99:y:2017:i:3:p:478-485
Journal Field
General
Author Count
1
Added to Database
2026-01-25