Inference for Autocorrelations in the Possible Presence of a Unit Root
AbstractWe consider the problem of making inference for the autocorrelations of a time series in the possible presence of a unit root. Even when the underlying series is assumed to be strictly stationary, the robustness against a unit root is a desirable property to ensure good finite-sample coverage in case the series has a near unit root. In addition to discussing a confidence interval for the autocorrelation at a given lag, we also consider a simultaneous confidence band for the first k autocorrelations. We suggest the use of the subsampling method applied to properly studentized statistics, which results in confidence intervals and bands with asymptotically correct coverage probability. An application to practical model selection is given, while a simulation study examines finite-sample performance. Copyright 2004 Blackwell Publishing Ltd.
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Bibliographic InfoArticle provided by Wiley Blackwell in its journal Journal of Time Series Analysis.
Volume (Year): 25 (2004)
Issue (Month): 2 (03)
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- Caggiano, Giovanni & Leonida, Leone, 2007.
"A note on the empirics of the neoclassical growth model,"
Economics Letters, Elsevier,
Elsevier, vol. 94(2), pages 170-176, February.
- Giovanni Caggiano & Leone Leonida, . "A note on the empirics of the neoclassical growth model," Working Papers, Business School - Economics, University of Glasgow 2006_2, Business School - Economics, University of Glasgow.
- G Caggiano & L Leonida, .
"International Output Convergence: Evidence from an AutoCorrelation Function Approach,"
Working Papers, Business School - Economics, University of Glasgow
2006_20, Business School - Economics, University of Glasgow.
- Giovanni Caggiano & Leone Leonida, 2009. "International output convergence: evidence from an autocorrelation function approach," Journal of Applied Econometrics, John Wiley & Sons, Ltd., John Wiley & Sons, Ltd., vol. 24(1), pages 139-162.
- Giacomini, Raffaella & Politis, Dimitris N. & White, Halbert, 2013.
"A Warp-Speed Method For Conducting Monte Carlo Experiments Involving Bootstrap Estimators,"
Econometric Theory, Cambridge University Press,
Cambridge University Press, vol. 29(03), pages 567-589, June.
- Raffaella Giacomini, & Dimitris N. Politis & Halbert White, 2012. "A warp-speed method for conducting Monte Carlo experiments involving bootstrap estimators," CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies CWP11/12, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Le Pen, Yannick, 2011. "A pair-wise approach to output convergence between European regions," Economic Modelling, Elsevier, Elsevier, vol. 28(3), pages 955-964, May.
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