Impulse response analysis for structural dynamic models with nonlinear regressors

A-Tier
Journal: Journal of Econometrics
Year: 2021
Volume: 225
Issue: 1
Pages: 107-130

Score contribution per author:

1.005 = (α=2.01 / 4 authors) × 2.0x A-tier

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

Abstract

We study the construction of nonlinear impulse responses in linear structural dynamic models that include nonlinearly transformed regressors. We derive the closed-form solution for the population impulse responses to a given shock and propose a control function approach to estimating these responses without taking a stand on how the remainder of the model is identified. Our plug-in estimator dispenses with the need for simulations and, unlike conventional local projection (LP) estimators, is consistent. A modified LP estimator is shown to be consistent in special cases, but less accurate in finite samples than the plug-in estimator.

Technical Details

RePEc Handle
repec:eee:econom:v:225:y:2021:i:1:p:107-130
Journal Field
Econometrics
Author Count
4
Added to Database
2026-01-25