Estimation of spatial autoregressive panel data models with fixed effects

A-Tier
Journal: Journal of Econometrics
Year: 2010
Volume: 154
Issue: 2
Pages: 165-185

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

This paper establishes asymptotic properties of quasi-maximum likelihood estimators for SAR panel data models with fixed effects and SAR disturbances. A direct approach is to estimate all the parameters including the fixed effects. Because of the incidental parameter problem, some parameter estimators may be inconsistent or their distributions are not properly centered. We propose an alternative estimation method based on transformation which yields consistent estimators with properly centered distributions. For the model with individual effects only, the direct approach does not yield a consistent estimator of the variance parameter unless T is large, but the estimators for other common parameters are the same as those of the transformation approach. We also consider the estimation of the model with both individual and time effects.

Technical Details

RePEc Handle
repec:eee:econom:v:154:y:2010:i:2:p:165-185
Journal Field
Econometrics
Author Count
2
Added to Database
2026-01-25