Noninvertibility and Pseudo-Maximum Likelihood Estimation of Misspecified ARMA Models

B-Tier
Journal: Econometric Theory
Year: 1991
Volume: 7
Issue: 4
Pages: 435-449

Score contribution per author:

2.011 = (α=2.01 / 1 authors) × 1.0x B-tier

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

Abstract

Recently Tanaka and Satchell [11] investigated the limiting properties of local maximizers of the Gaussian pseudo-likelihood function of a misspecified moving average model of order one in case the spectral density of the data process has a zero at frequency zero. We show that pseudo-maximum likelihood estimators in the narrower sense, that is, global maximizers of the Gaussian pseudo-likelihood function, may exhibit behavior drastically different from that of the local maximizers. Some general results on the limiting behavior of pseudo-maximum likelihood estimators in potentially misspecified ARMA models are also presented.

Technical Details

RePEc Handle
repec:cup:etheor:v:7:y:1991:i:04:p:435-449_00
Journal Field
Econometrics
Author Count
1
Added to Database
2026-01-29