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Change in persistence tests for panels

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Author Info
Cerqueti, Roy ()
Costantini, Mauro ()
Gutierrez, Luciano ()

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Abstract

In this paper we propose a set of new panel tests to detect changes in persistence. These statistics are used to test the null hypothesis of stationarity against the alternative of a change in persistence from I(0) to I(1) or viceversa. Alternative of unknown direction is also considered. The limiting distributions of the panel tests are derived and small sample properties are investigated by Monte Carlo experiments under the hypothesis that the individual series are cross-sectionally independently distributed. These tests have a good size and power properties. Cross-sectional dependence is also considered. A procedure of de-factorizing proposed by Stock and Watson (2002) is applied. Monte Carlo analysis is conducted and the defactored panel tests show to have good size and power. The empirical results obtained from applying these tests to a panel covering 15 European countries between 1970 and 2006 suggest that inflation rate changes from I(1) to I(0) when cross-correlation is considered.

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Publisher Info
Paper provided by University of Molise, Dept. SEGeS in its series Economics & Statistics Discussion Papers with number esdp07040.

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Length: 34 pages
Date of creation: 01 Oct 2007
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Handle: RePEc:mol:ecsdps:esdp07040

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Related research
Keywords: Persistence; Stationarity; Panel data;

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Find related papers by JEL classification:
C12 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: General - - - Hypothesis Testing
C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data

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  2. Busetti, Fabio & Taylor, A. M. Robert, 2004. "Tests of stationarity against a change in persistence," Journal of Econometrics, Elsevier, vol. 123(1), pages 33-66, November. [Downloadable!] (restricted)
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  5. Harvey, David I. & Leybourne, Stephen J. & Taylor, A.M. Robert, 2006. "Modified tests for a change in persistence," Journal of Econometrics, Elsevier, vol. 134(2), pages 441-469, October. [Downloadable!] (restricted)
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  6. Costantini, Mauro & Gutierrez, Luciano, 2007. "Simple panel unit root tests to detect changes in persistence," Economics Letters, Elsevier, vol. 96(3), pages 363-368, September. [Downloadable!] (restricted)
  7. Emery, Kenneth M., 1994. "Inflation persistence and Fisher effects: Evidence of a regime change," Journal of Economics and Business, Elsevier, vol. 46(3), pages 141-152, August. [Downloadable!] (restricted)
  8. Timothy Cogley & Thomas Sargent, . "Evolving Post-World War II U.S. Inflation Dynamics," Working Papers 2132872, Department of Economics, W. P. Carey School of Business, Arizona State University. [Downloadable!]
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  9. A. M. Robert Taylor, 2005. "On the use of Sub-sample Unit Root Tests to Detect Changes in Persistence," Journal of Time Series Analysis, Blackwell Publishing, vol. 26(5), pages 759-778, 09. [Downloadable!] (restricted)
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  13. Kim, Jae-Young, 2000. "Detection of change in persistence of a linear time series," Journal of Econometrics, Elsevier, vol. 95(1), pages 97-116, March. [Downloadable!] (restricted)
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