Empirical likelihood estimation in dynamic panel data models

Research output: Working paper

Abstract

This paper proposes and analyses an hybrid of Owen's (1988,1990,1991) Empirical Likelikhood (EL) and bootstrap, EL-bootstrap, as an alternative to the General Method of Monuments (GMM) within dynamic panel data models. We concentrate on the finish-sample size properties of their overidentification tests. Our results show that EL-bootstrap may be a good alternative to GMM estimation within this setting. The practical usefulness of our findings is illustrated via application on an AR(1) univeriate panel data model with individual effects using the cash-flow series of 174 firms in the United States.
Original languageEnglish
PublisherEdinburgh School of Economics Discussion Paper Series
Number of pages40
Publication statusPublished - 13 Aug 2007

Publication series

NameESE Discussion Papers
No.168

Fingerprint

Dive into the research topics of 'Empirical likelihood estimation in dynamic panel data models'. Together they form a unique fingerprint.

Cite this