A simple, robust and powerful test of the trend hypothesis

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 othe...

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Veröffentlicht in:Journal of econometrics 2007-12, Vol.141 (2), p.1302-1330
Hauptverfasser: Harvey, David I., Leybourne, Stephen J., Taylor, A.M. Robert
Format: Artikel
Sprache:eng
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Zusammenfassung: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.
ISSN:0304-4076
1872-6895
DOI:10.1016/j.jeconom.2007.02.005