The general dynamic factor model: One-sided representation results

A-Tier
Journal: Journal of Econometrics
Year: 2011
Volume: 163
Issue: 1
Pages: 23-28

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

Recent dynamic factor models have been almost exclusively developed under the assumption that the common components span a finite-dimensional vector space. However, this finite-dimension assumption rules out very simple factor-loading patterns and is therefore severely restrictive. The general case has been studied, using a frequency domain approach, in Forni et al. (2000). That paper produces an estimator of the common components that is consistent but is based on filters that are two-sided and therefore unsuitable for prediction. The present paper, assuming a rational spectral density for the common components, obtains a one-sided estimator without the finite-dimension assumption.

Technical Details

RePEc Handle
repec:eee:econom:v:163:y:2011:i:1:p:23-28
Journal Field
Econometrics
Author Count
2
Added to Database
2026-01-25