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Empirical likelihood for spatial dynamic panel data models with spatial lags and spatial errors.

Authors :
Rong, Jianrong
Liu, Yan
Qin, Yongsong
Source :
Communications in Statistics: Theory & Methods. 2023, Vol. 52 Issue 18, p6658-6683. 26p.
Publication Year :
2023

Abstract

We study spatial dynamic panel data models with both spatial lags and spatial errors. The empirical likelihood (EL) ratio statistics are constructed for the parameters of the models. It is shown that the limiting distributions of the EL ratio statistics are chi-square distributions, which are used to construct confidence regions for the parameters of the models. A simulation study is conducted to compare the performances of the EL based and the normal approximation (NA) based confidence regions. Simulation results show that the EL can be computationally easier than the NA method to implement in practice. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
03610926
Volume :
52
Issue :
18
Database :
Academic Search Index
Journal :
Communications in Statistics: Theory & Methods
Publication Type :
Academic Journal
Accession number :
165473528
Full Text :
https://doi.org/10.1080/03610926.2022.2032172