Isolating the Roles of Individual Covariates in Reweighting Estimation

B-Tier
Journal: Journal of Applied Econometrics
Year: 2015
Volume: 30
Issue: 7
Pages: 1169-1191

Score contribution per author:

0.670 = (α=2.01 / 3 authors) × 1.0x B-tier

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

Abstract

A host of recent research has used reweighting methods to analyze the extent to which observable characteristics predict between‐group differences in the distribution of an outcome. Less attention has been paid to using reweighting methods to isolate the roles of individual covariates. We analyze two approaches that have been used in previous studies, and we propose a new approach that examines the role of one covariate while holding the marginal distribution of the other covariates constant. We illustrate the differences between the methods with a numerical example and an empirical analysis of black–white wage differentials among males. Copyright © 2015 John Wiley & Sons, Ltd.

Technical Details

RePEc Handle
repec:wly:japmet:v:30:y:2015:i:7:p:1169-1191
Journal Field
Econometrics
Author Count
3
Added to Database
2026-01-25