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Can Economic Time Series Be Differenced to Stationarity?

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Author Info
Leybourne, S J
McCabe, B P M
Tremayne, A R

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Abstract

This paper considers a class of nonstationary varying coefficient autoregressive models which allow stochastic variability in the autoregressive root. It is argued that such models provide a better description of the behaviour of macroeconomic variables than fixed unit root autoregressive models as they allow more general forms of nonstationarity. We construct a test of the null hypothesis of a fixed unit root against the alternative of a fixed unit root against the alternative of a randomized root with unit mean, and derive its asymptotic distribution. The test is applied to a number of U.S. macroeconomic series generally considered to contain fixed unit roots. We find that for about half of the series the fixed unit root null is rejected.

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Publisher Info
Article provided by American Statistical Association in its journal Journal of Business and Economic Statistics.

Volume (Year): 14 (1996)
Issue (Month): 4 (October)
Pages: 435-46
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Handle: RePEc:bes:jnlbes:v:14:y:1996:i:4:p:435-46

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  1. Franco Bevilacqua & Adriaan van Zon, 2002. "Random Walks and Non-Linear Paths in Macroeconomic Time Series: Some Evidence and Implications," Working Papers geewp22, Vienna University of Economics and B.A. Research Group: Growth and Employment in Europe: Sustainability and Competitiveness. [Downloadable!]
  2. Angelos Kanas, 2009. "Real exchange rate, stationarity, and economic fundamentals," Journal of Economics and Finance, Springer, vol. 33(4), pages 393-409, October. [Downloadable!] (restricted)
  3. Francisco De Castro & Pablo Hernández De Cos, 2002. "On the sustainability of the Spanish public budget performance," Hacienda Pública Española, IEF, vol. 160(1), pages 9-28, march. [Downloadable!]
  4. Francisco de Castro & José M. González-Páramo & Pablo Hernández de Cos, 2001. "Evaluating the dynamics of fiscal policy in Spain: patterns of interdependence and consistency of public expenditure and revenues," Banco de España Working Papers 0103, Banco de España. [Downloadable!]
  5. Guglielmo Maria Caporale & Luis A. Gil-Alana, 2004. "The Stochastic Unit Root Model And Fractional Integration: An Extension To The Seasonal Case," Public Policy Discussion Papers 04-15, Economics and Finance Section, School of Social Sciences, Brunel University. [Downloadable!]
    Other versions:
  6. Chowdhury, Khorshed & Mallik, Girijasankar, 2007. "SPair-Wise Output Convergence in East Asia and the Pacific: An Application of Stochastic Unit Root Test," Economics Working Papers wp07-07, School of Economics, University of Wollongong, NSW, Australia. [Downloadable!]
  7. Angelos Kanas, 2009. "Real exchange rates and developing countries," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 14(3), pages 280-299. [Downloadable!]
  8. Ruey Yau & C. James Hueng, 2007. "Output convergence revisited: new time series results on industrialized countries," Applied Economics Letters, Taylor and Francis Journals, vol. 14(1), pages 75-77, January. [Downloadable!] (restricted)
  9. W. K. Li & Shiqing Ling & Michael McAleer, 2001. "A Survey of Recent Theoretical Results for Time Series Models with GARCH Errors," ISER Discussion Paper 0545, Institute of Social and Economic Research, Osaka University. [Downloadable!]
  10. Magdalena Osińska & Aleksandra Matuszewska, 2006. "Detecting Some Dynamic Properties of the Euro/Dollar Exchange Rate," International Advances in Economic Research, Springer, vol. 12(3), pages 327-341, August. [Downloadable!] (restricted)
  11. A.M.R. Taylor & D.J.C. van Dijk, 1999. "Testing for stochastic unit roots - Some Monte Carlo evidence," Econometric Institute Report 149, Erasmus University Rotterdam, Econometric Institute. [Downloadable!]
    Other versions:
  12. Brendan McCabe & Stephen Leybourne & David Harris, 2003. "Testing for Stochastic Cointegration and Evidence for Present Value Models," Econometrics 0311009, EconWPA. [Downloadable!]
  13. Zacharias Psaradakis & Martin Sola & Fabio Spagnolo, 2004. "On Markov error-correction models, with an application to stock prices and dividends," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 19(1), pages 69-88. [Downloadable!]
  14. B.P.M. McCabe & G.M. Martin & A.R. Tremayne, 2003. "Persistence and Nonstationary Models," Monash Econometrics and Business Statistics Working Papers 16/03, Monash University, Department of Econometrics and Business Statistics. [Downloadable!]
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