Panel unit-root tests with structural breaks

被引:20
|
作者
Chen, Pengyu [1 ]
Karavias, Yiannis [2 ]
Tzavalis, Elias [3 ]
机构
[1] Univ Birmingham, Birmingham, W Midlands, England
[2] Univ Birmingham, Financial Econ, Birmingham Business Sch, Birmingham, W Midlands, England
[3] Athens Univ Econ & Business, Dept Econ, Econ, Athens, Greece
来源
STATA JOURNAL | 2022年 / 22卷 / 03期
关键词
st0687; xtbunitroot; panel data; unit root; structural break; banking; COVID-19; OIL-PRICE SHOCK; GREAT CRASH; POWER;
D O I
10.1177/1536867X221124541
中图分类号
O1 [数学]; C [社会科学总论];
学科分类号
03 ; 0303 ; 0701 ; 070101 ;
摘要
In this article, we introduce a new community-contributed command called xtbunitroot, which implements the panel-data unit-root tests developed by Karavias and Tzavalis (2014, Computational Statistics and Data Analysis 76: 391-407). These tests allow for one or two structural breaks in deterministic components of the series and can be seen as panel-data counterparts of the tests by Zivot and Andrews (1992, Journal of Business and Economic Statistics 10: 251-270) and Lumsdaine and Papell (1997, Review of Economics and Statistics 79: 212-218). The dates of the breaks can be known or unknown. The tests allow for intercepts and linear trends, nonnormal errors, and cross-section heteroskedasticity and dependence. They have power against homogeneous and heterogeneous alternatives and can be applied to panels with small or large time-series dimensions.
引用
收藏
页码:664 / 678
页数:15
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