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Bootstrapping unit root tests

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Author Info
Daniela De Angelis
Stefano Fachin
G. Alastair Young

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Abstract

Unit root tests have been known for a long time to suffer from a variety of problems. Considering that simulation methods are obvious candidates for solving some of these problems, the aim of this paper is to assess the performance of bootstrap tests of the unit root hypothesis of the Dickey--Fuller type. The results obtained show that boostrap tests have empirical sizes very close to the nominal ones and deliver rejection rates generally at least as high as those obtained using simulated critical points, and are therefore a promising alternative to the latter. The applications sto non-standard problems such as structural stability analysis appear to be especially promising.

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Publisher Info
Article provided by Taylor and Francis Journals in its journal Applied Economics.

Volume (Year): 29 (1997)
Issue (Month): 9 (September)
Pages: 1155-1161
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Handle: RePEc:taf:applec:v:29:y:1997:i:9:p:1155-1161

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  1. Pierse, R. G. & Snell, A. J., 1995. "Temporal aggregation and the power of tests for a unit root," Journal of Econometrics, Elsevier, vol. 65(2), pages 333-345, February. [Downloadable!] (restricted)
  2. Blangiewicz, Maria & Charemza, Wojciech W, 1990. "Cointegration in Small Samples: Empirical Percentiles, Drifting Moments and Customized Testing," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 52(3), pages 303-15, August.
  3. Lawrence J. Christiano, 1988. "Searching For a Break in GNP," NBER Working Papers 2695, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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  4. Hylleberg, Svend & Mizon, Grayham E., 1989. "A note on the distribution of the least squares estimator of a random walk with drift," Economics Letters, Elsevier, vol. 29(3), pages 225-230. [Downloadable!] (restricted)
  5. Harris, R I D, 1992. "Small Sample Testing for Unit Roots," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 54(4), pages 615-25, November.
  6. Glenn D. Rudebusch, 1990. "Trends and random walks in macroeconomic time series: a re-examination," Finance and Economics Discussion Series 139, Board of Governors of the Federal Reserve System (U.S.).
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  7. Cochrane, John H., 1991. "A critique of the application of unit root tests," Journal of Economic Dynamics and Control, Elsevier, vol. 15(2), pages 275-284, April. [Downloadable!] (restricted)
  8. Fachin, Stefano, 1995. "The Finnish Demand for Money Revisited: An Application of Box-Tiao Cointegration Analysis and Bootstrap Tests," Applied Economics Letters, Taylor and Francis Journals, vol. 2(9), pages 308-10, September. [Downloadable!] (restricted)
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