Testing the unit root with drift hypothesis against nonlinear trend stationarity, with an application to the US price level and interest rate

被引:203
作者
Bierens, HJ [1 ]
机构
[1] TILBURG UNIV,TILBURG,NETHERLANDS
关键词
unit root; nonlinear trend; Chebishev polynomials;
D O I
10.1016/S0304-4076(97)00033-X
中图分类号
F [经济];
学科分类号
02 ;
摘要
This paper is concerned with testing the unit root with drift hypothesis against a very general trend stationarity hypothesis, namely the alternative that the time series is stationary about an almost arbitrary deterministic function of time. Our approach employs the fact that any function of time can be approximated arbitrarily close by a linear function of Chebishev polynomials. We propose various tests on the basis of an Augmented Dickey-Fuller auxiliary regression with linear and nonlinear deterministic trends, where the nonlinear deterministic trend is approximated by detrended Chebishev time polynomials. Also, we propose a model-free test. We apply our tests to the GNP deflator, the consumer price index, and the interest rate for the USA, taken from the extended Nelson-Plosser data set. The results indicate that these series are nonlinear trend stationary. (C) 1997 Elsevier Science S.A.
引用
收藏
页码:29 / 64
页数:36
相关论文
共 34 条
[1]  
[Anonymous], 1976, TIME SERIES ANAL
[2]  
BIERENS H, 1994, TOPICS ADV ECONOMETR, DOI DOI 10.1017/CBO9780511599279
[3]  
Bierens Herman J., 1993, ECONOMET REV, V12, P1, DOI [10.1080/07474939308800252, DOI 10.1080/07474939308800252]
[4]   HIGHER-ORDER SAMPLE AUTOCORRELATIONS AND THE UNIT-ROOT HYPOTHESIS [J].
BIERENS, HJ .
JOURNAL OF ECONOMETRICS, 1993, 57 (1-3) :137-160
[5]  
Billingsley P, 1968, CONVERGE PROBAB MEAS
[6]   TESTING FOR UNIT ROOTS IN SEASONAL TIME-SERIES [J].
DICKEY, DA ;
HASZA, DP ;
FULLER, WA .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1984, 79 (386) :355-367
[7]   LIKELIHOOD RATIO STATISTICS FOR AUTOREGRESSIVE TIME-SERIES WITH A UNIT-ROOT [J].
DICKEY, DA ;
FULLER, WA .
ECONOMETRICA, 1981, 49 (04) :1057-1072
[8]   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
[9]   TESTING FOR UNIT ROOTS .2. [J].
EVANS, GBA ;
SAVIN, NE .
ECONOMETRICA, 1984, 52 (05) :1241-1269
[10]   TESTING FOR UNIT ROOTS .1. [J].
EVANS, GBA ;
SAVIN, NE .
ECONOMETRICA, 1981, 49 (03) :753-779