Unit root tests in panel data: asymptotic and finite-sample properties

被引:6468
作者
Levin, A
Lin, CF
Chu, CSJ
机构
[1] Natl Taiwan Univ, Dept Econ, Taipei 10764, Taiwan
[2] Fed Reserve Syst, Board Governors, Washington, DC 20551 USA
关键词
ADF regression; nonstationary panel; panel unit root test; pooled t-statistics;
D O I
10.1016/S0304-4076(01)00098-7
中图分类号
F [经济];
学科分类号
02 ;
摘要
We consider pooling cross-section time series data for testing the unit root hypothesis. The degree of persistence in individual regression error, the intercept and trend coefficient are allowed to vary freely across individuals. As both the cross-section and time series dimensions of the panel grow large, the pooled t-statistic has a limiting normal distribution that depends on the regression specification but is free from nuisance parameters. Monte Carlo simulations indicate that the asymptotic results provide a good approximation to the test statistics in panels of moderate size, and that the power of the panel-based unit root test is dramatically higher, compared to performing a separate unit root test for each individual time series. (C) 2002 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:1 / 24
页数:24
相关论文
共 29 条
[1]   FORMULATION AND ESTIMATION OF DYNAMIC-MODELS USING PANEL DATA [J].
ANDERSON, TW ;
HSIAO, C .
JOURNAL OF ECONOMETRICS, 1982, 18 (01) :47-82
[2]   HETEROSKEDASTICITY AND AUTOCORRELATION CONSISTENT COVARIANCE-MATRIX ESTIMATION [J].
ANDREWS, DWK .
ECONOMETRICA, 1991, 59 (03) :817-858
[3]  
[Anonymous], 1992, 9223 UC SAN DIEG
[4]  
[Anonymous], ADV ECONOMETRICS
[5]  
Billingsley P., 1986, PROBABILITY MEASURE
[6]  
BOX GEP, 1970, TIME SERIES ANAL FOR
[7]  
BREITUNG J, 1991, TESTING UNIT ROOTS P
[8]  
Campbell JY., 1991, NBER WORKING PAPER S
[9]   LIKELIHOOD RATIO STATISTICS FOR AUTOREGRESSIVE TIME-SERIES WITH A UNIT-ROOT [J].
DICKEY, DA ;
FULLER, WA .
ECONOMETRICA, 1981, 49 (04) :1057-1072
[10]   DISTRIBUTION OF THE ESTIMATORS FOR AUTOREGRESSIVE TIME-SERIES WITH A UNIT ROOT [J].
DICKEY, DA ;
FULLER, WA .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1979, 74 (366) :427-431