A Stein-like estimator for linear panel data models

C-Tier
Journal: Economics Letters
Year: 2016
Volume: 141
Issue: C
Pages: 156-161

Authors (3)

Wang, Yun (not in RePEc) Zhang, Yonghui (not in RePEc) Zhou, Qiankun (Louisiana State University)

Score contribution per author:

0.335 = (α=2.01 / 3 authors) × 0.5x C-tier

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

Abstract

In this paper we follow Hansen (2015a) and propose a Stein-like estimator for linear panel data models. Our estimator takes a weighted average of the fixed effects estimator and the random effects estimator using the weights constructed from Hausman’s (1978) testing statistic. We establish the asymptotic distribution of the Stein-like estimator and show its asymptotic risk being strictly smaller than the fixed effects estimator within a local asymptotic framework.

Technical Details

RePEc Handle
repec:eee:ecolet:v:141:y:2016:i:c:p:156-161
Journal Field
General
Author Count
3
Added to Database
2026-01-29