The Performance of Panel Unit Root and Stationarity Tests: Results from a Large Scale Simulation Study

Citation
Hlouskova, Jaroslava et Wagner, Martin, The Performance of Panel Unit Root and Stationarity Tests: Results from a Large Scale Simulation Study, Econometric reviews , 25(1), 2006, pp. 85-116
Journal title
ISSN journal
07474938
Volume
25
Issue
1
Year of publication
2006
Pages
85 - 116
Database
ACNP
SICI code
Abstract
This paper presents results on the size and power of first generation panel unit root and stationarity tests obtained from a large scale simulation study. The tests developed in the following papers are included: Levin et al. (Citation2002), Harris and Tzavalis (Citation1999), Breitung (Citation2000), Im et al. (Citation1997 Citation2003), Maddala and Wu (Citation1999), Hadri (Citation2000), and Hadri and Larsson (Citation2005). Our simulation set-up is designed to address inter alia the following issues. First, we assess the performance as a function of the time and the cross-section dimensions. Second, we analyze the impact of serial correlation introduced by positive MA roots, known to have detrimental impact on time series unit root tests, on the performance. Third, we investigate the power of the panel unit root tests (and the size of the stationarity tests) for a variety of first order autoregressive coefficients. Fourth, we consider both of the two usual specifications of deterministic variables in the unit root literature.