A simple, robust and powerful test of the trend hypothesis

被引:50
作者
Harvey, David .
Leybourne, Stephen J.
Taylor, A. M. Robert [1 ]
机构
[1] Univ Nottingham, Sch Econ, Nottingham NG7 2RD, England
[2] Univ Nottingham, Ctr Time Series Econometr, Nottingham NG7 2RD, England
关键词
linear trend; strong serial correlation; asymptotic normality; power envelope; unit root tests; stationarity tests;
D O I
10.1016/j.jeconom.2007.02.005
中图分类号
F [经济];
学科分类号
02 ;
摘要
In this paper we develop a simple test procedure for a linear trend which does not require knowledge of the form of serial correlation in the data, is robust to strong serial correlation, and has a standard normal limiting null distribution under either I(0) or I(1) shocks. In contrast to other available robust linear trend tests, our proposed test achieves the Gaussian asymptotic local power envelope in both the I(0) and I(1) cases. For near-I(1) errors our proposed procedure is conservative and a modification for this situation is suggested. An estimator of the trend parameter, together with an associated confidence interval, which is asymptotically efficient, again regardless of whether the shocks are I(0) or I(1), is also provided. (c) 2007 Elsevier B.V. All rights reserved.
引用
收藏
页码:1302 / 1330
页数:29
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