Local structural quantile effects in a model with a nonseparable control variable

A-Tier
Journal: Journal of Econometrics
Year: 2009
Volume: 151
Issue: 1
Pages: 82-97

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

I consider a semiparametric version of the nonseparable triangular model of Chesher [Chesher, A., 2003. Identification in nonseparable models. Econometrica 71, 1405-1441]. The proposed model is linear in coefficients, where the coefficients are unknown functions of unobserved latent variables. Using a control variable idea and quantile regression methods, I propose a simple two-step estimator for the coefficients evaluated at particular values of the latent variables. Under the condition that the instruments are locally relevant (i.e. they affect a particular conditional quantile of interest of the endogenous variable) I establish consistency and asymptotic normality. Simulation experiments confirm the theoretical results.

Technical Details

RePEc Handle
repec:eee:econom:v:151:y:2009:i:1:p:82-97
Journal Field
Econometrics
Author Count
1
Added to Database
2026-01-25