Functional Approximation of Impulse Responses

A-Tier
Journal: Journal of Monetary Economics
Year: 2018
Volume: 99
Issue: C
Pages: 41-55

Score contribution per author:

2.011 = (α=2.01 / 2 authors) × 2.0x A-tier

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

Abstract

A method to estimate the dynamic effects of structural shocks is proposed: “Functional Approximation of Impulse Responses” (FAIR) consists in directly estimating the moving average representation of the data by approximating impulse responses with a set of basis functions. FAIR can offer a number of benefits over alternative impulse response estimators, including VARs and Local Projections: (i) parsimony and efficiency, (ii) ability to summarize the dynamic effects of shocks with a few moments, (iii) ease of prior elicitation and structural identification, and (iv) flexibility in allowing for non-linearities. As an illustration, we study the dynamic effects of monetary shocks, notably their asymmetric effects.

Technical Details

RePEc Handle
repec:eee:moneco:v:99:y:2018:i:c:p:41-55
Journal Field
Macro
Author Count
2
Added to Database
2026-01-24