Panel unit-root tests with structural breaks

被引:31
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
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
相关论文
共 23 条
[1]  
[Anonymous], 2011, MULTIPURT STATA MODU
[2]   RECURSIVE AND SEQUENTIAL-TESTS OF THE UNIT-ROOT AND TREND-BREAK HYPOTHESES - THEORY AND INTERNATIONAL EVIDENCE [J].
BANERJEE, A ;
LUMSDAINE, RL ;
STOCK, JH .
JOURNAL OF BUSINESS & ECONOMIC STATISTICS, 1992, 10 (03) :271-287
[3]  
Clive Granger, 1974, Journal of Econometrics, V2, P111, DOI [DOI 10.1016/0304-4076(74)90034-7, 10.1016/0304-4076(74)90034-7]
[4]   Optimal versus realized bank credit risk and monetary policy [J].
Delis, Manthos D. ;
Karavias, Yiannis .
JOURNAL OF FINANCIAL STABILITY, 2015, 16 :13-30
[5]   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
[6]  
Ditzen J, 2025, Arxiv, DOI arXiv:2110.14550
[7]   ESTIMATING VECTOR AUTOREGRESSIONS WITH PANEL DATA [J].
HOLTZEAKIN, D ;
NEWEY, W ;
ROSEN, HS .
ECONOMETRICA, 1988, 56 (06) :1371-1395
[8]   Testing for unit roots in heterogeneous panels [J].
Im, KS ;
Pesaran, MH ;
Shin, Y .
JOURNAL OF ECONOMETRICS, 2003, 115 (01) :53-74
[9]   A homogeneous approach to testing for Granger non-causality in heterogeneous panels [J].
Juodis, Arturas ;
Karavias, Yiannis ;
Sarafidis, Vasilis .
EMPIRICAL ECONOMICS, 2021, 60 (01) :93-112
[10]   Structural Breaks in Interactive Effects Panels and the Stock Market Reaction to COVID-19 [J].
Karavias, Yiannis ;
Narayan, Paresh Kumar ;
Westerlund, Joakim .
JOURNAL OF BUSINESS & ECONOMIC STATISTICS, 2023, 41 (03) :653-666