Markov regime switching and unit-root tests

被引:81
作者
Nelson, CR [1 ]
Piger, J
Zivot, E
机构
[1] Univ Washington, Dept Econ, Seattle, WA 98195 USA
[2] Fed Reserve Board, Washington, DC 20551 USA
[3] Univ Washington, Dept Econ, Seattle, WA 98195 USA
基金
美国国家科学基金会;
关键词
business-cycle asymmetry; deterministic trend; heteroscedasticity; stochastic trend;
D O I
10.1198/07350010152596655
中图分类号
F [经济];
学科分类号
02 ;
摘要
We investigate the power and size performance of unit-root tests when the data undergo Markov regime switching. All tests, including those robust to a single break in trend growth rate, have low power against a process with a Markov-switching trend. Under the null hypothesis, we find that previously documented size distortions in Dickey-Fuller-type tests caused by a single break in trend growth rate or variance do not generalize to most parameterizations of Markov switching in trend or variance. However, Markov switching in variance can lead to overrejection in tests allowing for a single break in the level of trend.
引用
收藏
页码:404 / 415
页数:12
相关论文
共 33 条
[1]  
ANG A, 1998, REGIME SWITCHES INTE
[2]   SHIFTING TRENDS, SEGMENTED TRENDS, AND INFREQUENT PERMANENT SHOCKS [J].
BALKE, NS ;
FOMBY, TB .
JOURNAL OF MONETARY ECONOMICS, 1991, 28 (01) :61-85
[3]   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
[4]  
Campbell J.Y., 1991, NBER MACROECON ANNUA, V6, P141
[5]  
CECCHETTI SG, 1990, AM ECON REV, V80, P48
[6]   SEARCHING FOR A BREAK IN GNP [J].
CHRISTIANO, LJ .
JOURNAL OF BUSINESS & ECONOMIC STATISTICS, 1992, 10 (03) :237-250
[7]   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
[8]   Measuring business cycles: A modern perspective [J].
Diebold, FX ;
Rudebusch, GD .
REVIEW OF ECONOMICS AND STATISTICS, 1996, 78 (01) :67-77
[9]   CAN THE MARKOV SWITCHING MODEL FORECAST EXCHANGE-RATES [J].
ENGEL, C .
JOURNAL OF INTERNATIONAL ECONOMICS, 1994, 36 (1-2) :151-165
[10]   WERE PRICE CHANGES DURING THE GREAT-DEPRESSION ANTICIPATED - EVIDENCE FROM NOMINAL INTEREST-RATES [J].
EVANS, M ;
WACHTEL, P .
JOURNAL OF MONETARY ECONOMICS, 1993, 32 (01) :3-34