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Causality between US Economic Policy and Equity Market Uncertainties: Evidence from Linear and Nonlinear Tests

Author

Listed:
  • Ahdi N. Ajmi

    (College of Science and Humanities in Slayel, Salman bin Abdulaziz University, Kingdom of Saudi Arabia)

  • Goodness C. Aye

    (Department of Economics, University of Pretoria)

  • Mehmet Balcilar

    (Department of Economics, Eastern Mediterranean University, Famagusta, North Cyprus,via Mersin 10, Turkey)

  • Ghassen El Montasser

    (École Supérieure de Commerce de Tunis, Université de la Manouba)

  • Rangan Gupta

    (Department of Economics, University of Pretoria)

Abstract

This paper examines the causal relationship between economic policy uncertainty (EPU) and equity market uncertainty (EMU) in the US using linear and nonlinear Granger causality tests. We use daily data on the newly developed indexes by Baker et al. (2013) covering 1985:01:01 to 2013:06:14. Results from the linear causality tests indicate strong bidirectional causality. We test for parameters stability, and find strong evidence of short run parameter instability, thus invalidating any conclusion from the full sample linear estimations. Therefore we turn to nonlinear tests. Using Hiemstra and Jones (1994), Diks and Panchenko (2006), and Kyrtsou and Labys (2006) symmetric test, we observe a stronger predictive power from EMU to EPU than from EPU to EMU. Using the asymmetric version of Kyrtsou and Labys (2006) test, we find no evidence of positive predictive power from EPU to EMU. However, we find strong evidence of positive predictive power from EMU to EPU and only weak evidence of negative EPU causing EMU. Performing the causality test using the Sato et al., (2007) time-varying method, we find that the causality between EPU and EMU is not constant over time but rather time-varying. Hence, we implement a sub-sample bootstrap rolling window causality tests to fully account for the existence of structural breaks. Using the intensity plots of the p-values from this, we find evidence that EPU can help predict the movements in EMU only around 1993, 2004 and, 2006. However, we find strong evidence that EMU can help predict the movements in EPU throughout the sample period barring around 1998, 2003 and 2005. Further, the analysis of total effects based on the bootstrap sum of coefficients suggests a positive and stronger causal effect from EMU to EPU but smaller and insignificant causality from EPU to EMU. The implications of these findings for both investors and policy makers are provided.

Suggested Citation

  • Ahdi N. Ajmi & Goodness C. Aye & Mehmet Balcilar & Ghassen El Montasser & Rangan Gupta, 2013. "Causality between US Economic Policy and Equity Market Uncertainties: Evidence from Linear and Nonlinear Tests," Working Papers 201358, University of Pretoria, Department of Economics.
  • Handle: RePEc:pre:wpaper:201358
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    Keywords

    Economic policy uncertainty; Equity market uncertainty; Granger causality;
    All these keywords.

    JEL classification:

    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
    • E61 - Macroeconomics and Monetary Economics - - Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook - - - Policy Objectives; Policy Designs and Consistency; Policy Coordination
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G18 - Financial Economics - - General Financial Markets - - - Government Policy and Regulation

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