Inference for unit roots in dynamic panels where the time dimension is fixed

Citation
Rdf. Harris et E. Tzavalis, Inference for unit roots in dynamic panels where the time dimension is fixed, J ECONOMET, 91(2), 1999, pp. 201-226
Citations number
26
Categorie Soggetti
Economics
Journal title
JOURNAL OF ECONOMETRICS
ISSN journal
03044076 → ACNP
Volume
91
Issue
2
Year of publication
1999
Pages
201 - 226
Database
ISI
SICI code
0304-4076(199908)91:2<201:IFURID>2.0.ZU;2-N
Abstract
This paper derives similar, asymptotic unit root tests for first-order auto regressive panel data models, assuming that the time dimension of the panel is fixed. It is shown that the limiting distributions of the test statisti cs are normal. The assumption that the time dimension is fixed allows us to derive analytical expressions for the moments of the distributions. Simila rity with respect to the initial conditions of the data generating process is achieved by including fixed effect dummy variables in the regression mod el, while similarity with respect to fixed effects in the data generating p rocess is achieved by including a linear deterministic trend for each indiv idual unit of the panel. When fixed effects or individual trends are includ ed as regressors the least squares estimator of the autoregressive paramete r is inconsistent and thus the test statistics must be appropriately adjust ed. Monte Carlo evidence suggests that the proposed tests have empirical si ze that is very close to the nominal five percent level and substantially m ore power than the corresponding unit root tests for the single time series case. (C) 1999 Elsevier Science S.A. All rights reserved.