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Original Articles

Evidence of spurious regression driven by heavy-tailed observations with structural changes

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Pages 1086-1101 | Received 05 Jul 2014, Accepted 17 Nov 2014, Published online: 02 Nov 2016

References

  • Agikaloglou, C. (2009). Evidence of ARCH(1) errors in the context of spurious regression. Communications in Statistics - Simulation and Computation 38:1803–1813.
  • Entorf, H. (1997). Random walks with drifts: Nonsense regression and spurious fixed-effect estimation. Journal of Econometrics 80:287–296.
  • García-Belmonte, L., Ventosa-Santaulària, D. (2011). Spurious regression and lurking variables. Statistics & Probability Letters 81:2004–2011.
  • Granger, C. W. J., Newbold, P. (1974). Spurious regressions in econometrics. Journal of Econometrics 2:111–120.
  • Horváth, L., Kokoszka, P. (2003). A bootstrap approximation to a unit root test statistics for heavy-tailed observations. Statistics & Probability Letters 62:163–173.
  • Jin, H., Zhang, J., Zhang, S., Yu, C. (2013). The spurious regression of AR(p) infinite-variance sequence in the presence of structural breaks. Computing and Statistical Data Analysis 67:25–40.
  • Kim, C. S., Lee, S. (2011). Spurious regressions driven by excessive volatility. Economics Letters 2011:292–297.
  • Kim, T.-H., Lee, Y.-S., Newbold, P. (2004). Spurious regression with stationary processes around linear trends. Economics Letters 83:257–262.
  • Noriega, A. E., Ventosa-Santaulària, D. (2007). Spurious regression with processes and trending variables. Oxford Bulletin of Economic Statistics 69:439–444.
  • Phillips, P. C. B. (1986). Understanding spurious regressions in econometrics. Journal of Econometrics 33:311–340.
  • Resnick, S. I. (1986). Point processes regular variation and weak convergence. Advances in Applied Probability 18:66–138.
  • Rosadi, D. (2009). Testing for independence in heavy-tailed time series using the co-difference function. Computational Statistics & Data Analysis 53:4516–4529.
  • Stewart, C. (2006). Spurious correlation of I(0) regressors in models with an I(1) dependent variable. Economics Letters 91:184–189.
  • Stewart, C. (2011). A note on spurious significance in regressions involving I(0) and I(1) variables. Empirical Economics 41:565–571.
  • Tsay, W.-J. (1999). Spurious regression between I(1) processes with infinite variance errors. Econometric Theory 15:622–628.
  • Tsay, W.-J., Chung, C.-F. (2000). The spurious regression of fractionally integrated processes. Journal of Econometrics 96:155–182.
  • Ventosa-Santaulària, D. (2009). Spurious regression. Journal of Probability and Statistics 3:1–27.

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