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Articles

Testing for shifts in mean with monotonic power against multiple structural changes

Pages 2006-2030 | Received 27 Nov 2017, Accepted 09 Apr 2019, Published online: 21 Apr 2019

References

  • Brown RL, Durbin J, Evans JM. Techniques for testing the constancy of regression relationships over time. J R Stat Soc Ser B. 1975;37:149–192.
  • Ploberger W, Krämer W. The CUSUM test with OLS residuals. Econometrica. 1992;60:271–285. doi: 10.2307/2951597
  • Nabeya S, Tanaka K. Asymptotic theory of a test for the constancy of regression coefficients against the random walk alternative. Ann Stat. 1988;16:218–235. doi: 10.1214/aos/1176350701
  • Nyblom J. Testing for the constancy of parameters over time. J Am Stat Assoc. 1989;84:223–230. doi: 10.1080/01621459.1989.10478759
  • Elliott G, Müller UK. Efficient tests for general persistent time variation in regression coefficients. Rev Econ Stud. 2006;73:907–940. doi: 10.1111/j.1467-937X.2006.00402.x
  • Andrews DWK. Tests for parameter instability and structural change with unknown change point. Econometrica. 1993;61:821–856. doi: 10.2307/2951764
  • Andrews DWK, Ploberger W. Optimal tests when a nuisance parameter is present only under the alternative. Econometrica. 1994;62:1383–1414. doi: 10.2307/2951753
  • Andrews DWK, Lee I, Ploberger W. Optimal changepoint tests for normal linear regression. J Econom. 1996;70:9–38. doi: 10.1016/0304-4076(94)01682-8
  • Bai J, Perron P. Estimating and testing linear models with multiple structural changes. Econometrica. 1998;66:47–78. doi: 10.2307/2998540
  • Bai J. Likelihood ratio tests for multiple structural changes. J Econom. 1999;91:299–323. doi: 10.1016/S0304-4076(98)00079-7
  • Qu Z, Perron P. Estimating and testing structural changes in multivariate regressions. Econometrica. 2007;75:459–502. doi: 10.1111/j.1468-0262.2006.00754.x
  • Aue A, Horváth L. Structural breaks in time series. J Time Ser Anal. 2013;34:1–16. doi: 10.1111/j.1467-9892.2012.00819.x
  • Csörg M, Horváth L. Limit theorems in change-point analysis. New York: Wiley; 1997.
  • Perron P. Dealing with structural breaks. In: Mills TC, Patterson K, editors. Palgrave handbook of econometrics. Vol. 1: Econometric theory. New York: Palgrave Macmillan; 2006.
  • Vogelsang TJ. Sources of nonmonotonic power when testing for a shift in mean of a dynamic time series. J Econom. 1999;88:283–299. doi: 10.1016/S0304-4076(98)00034-7
  • Crainiceanu CM, Vogelsang TJ. Nonmonotonic power for tests for a mean shift in a time series. J Stat Comput Simul. 2007;77:457–476. doi: 10.1080/10629360600569394
  • Deng A, Perron P. A non-local perspective on the power properties of the CUSUM and CUSUM of squares tests for structural change. J Econom. 2008;142:212–240. doi: 10.1016/j.jeconom.2007.04.002
  • Perron P, Yamamoto Y. On the usefulness or lack thereof of optimality criteria for structural change tests. Econom Rev. 2016;35:782–844. doi: 10.1080/07474938.2014.977621
  • Wu J. Restoring monotonic power in Wald/LM-type tests. Econ Lett. 2015;126:13–17. doi: 10.1016/j.econlet.2014.10.020
  • Juhl T, Xiao Z. Tests for changing mean with monotonic power. J Econom. 2009;148:14–24. doi: 10.1016/j.jeconom.2008.08.020
  • Lee JS. Digital image smoothing and the sigma filter. Comput Vis Graph Image Process. 1983;24:255–269. doi: 10.1016/0734-189X(83)90047-6
  • Priestley M, Chao M. Non-parametric model fitting. J R Stat Soc Ser B. 1972;34:386–392.
  • Andrews DWK. Heteroskedasticity and autocorrelation consistent covariance matrix estimation. Econometrica. 1991;59:817–858. doi: 10.2307/2938229
  • Qiu P. Image processing and jump regression analysis. New Jersey: Wiley; 2005.
  • Kejriwal M. Tests for a mean shift with good size and monotonic power. Econ Lett. 2009;102:78–82. doi: 10.1016/j.econlet.2008.11.013
  • Yamazaki D, Kurozumi E. Improving the finite sample performance of tests for a shift in mean. J Stat Plan Inference. 2015;167:144–173. doi: 10.1016/j.jspi.2015.05.002
  • Jansson M. Consistent covariance matrix estimation for linear processes. Econ Theory. 2002;18:1449–1460.

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