TESTING THE NULL HYPOTHESIS OF STATIONARITY AGAINST THE ALTERNATIVE OF A UNIT-ROOT - HOW SURE ARE WE THAT ECONOMIC TIME-SERIES HAVE A UNIT-ROOT

被引:6656
作者
KWIATKOWSKI, D
PHILLIPS, PCB
SCHMIDT, P
SHIN, YC
机构
[1] YALE UNIV,NEW HAVEN,CT 06520
[2] MICHIGAN STATE UNIV,E LANSING,MI 48824
关键词
D O I
10.1016/0304-4076(92)90104-Y
中图分类号
F [经济];
学科分类号
02 ;
摘要
We propose a test of the null hypothesis that an observable series is stationary around a deterministic trend. The series is expressed as the sum of deterministic trend, random walk, and stationary error, and the test is the LM test of the hypothesis that the random walk has zero variance. The asymptotic distribution of the statistic is derived under the null and under the alternative that the series is difference-stationary. Finite sample size and power are considered in a Monte Carlo experiment. The test is applied to the Nelson-Plosser data, and for many of these series the hypothesis of trend stationarity cannot be rejected.
引用
收藏
页码:159 / 178
页数:20
相关论文
共 36 条
[1]   HETEROSKEDASTICITY AND AUTOCORRELATION CONSISTENT COVARIANCE-MATRIX ESTIMATION [J].
ANDREWS, DWK .
ECONOMETRICA, 1991, 59 (03) :817-858
[2]  
[Anonymous], 1986, NUMERICAL RECIPES
[3]  
CHOI I, 1990, MOST US EC TIME SERI
[4]   RECONSIDERING TRENDS AND RANDOM-WALKS IN MACROECONOMIC TIME-SERIES [J].
DEJONG, DN ;
WHITEMAN, CH .
JOURNAL OF MONETARY ECONOMICS, 1991, 28 (02) :221-254
[5]  
DEJONG DN, 1989, 8999 U IOW DEP EC WO
[6]  
Dickey D. A, 1976, THESIS IOWA STATE U
[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]   ON THE POWER OF DICKEY-FULLER TESTS AGAINST FRACTIONAL ALTERNATIVES [J].
DIEBOLD, FX ;
RUDEBUSCH, GD .
ECONOMICS LETTERS, 1991, 35 (02) :155-160
[9]   TESTING FOR DETERMINISTIC TREND AND SEASONAL COMPONENTS IN TIME-SERIES MODELS [J].
FRANZINI, L ;
HARVEY, AC .
BIOMETRIKA, 1983, 70 (03) :673-682
[10]  
FULLER WA, 1976, INTRO STATISTICAL TI