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 |
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Hauptverfasser: | , , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
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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. |
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ISSN: | 0304-4076 1872-6895 |
DOI: | 10.1016/j.jeconom.2007.02.005 |