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Threshold effects in the capital asset pricing model using panel smooth transition regression (PSTR) Evidence from net oil export and import groups

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  • Chien-Chung Nieh
  • Hsueh-Chu Yao

Abstract

In this study, we used the PSTR (panel smooth transition regression) model to investigate the nonlinear relationship between beta (systematic risk) and returns (world market excess returns) for net oil export and net oil import groups. We set the volatility of world market excess return as the threshold variable and the percentage changes of crude oil price and exchange rate as the control variables. Our results support the use of a nonlinear model to elucidate the behavior both groups. We found that all beta values are positive and higher in the low regime (i.e., volatility of world market excess return is low) and lower in the high regime (i.e., volatility of world market excess return is high). For the net oil export group, the crude oil price change percentage is positive in the high regime, but the exchange rate percentage change is positive in the low regime. For the net oil import group, in both the low and high regimes, changes in crude oil price and exchange rate have equally positive effects on the individual market excess return.

Suggested Citation

  • Chien-Chung Nieh & Hsueh-Chu Yao, 2013. "Threshold effects in the capital asset pricing model using panel smooth transition regression (PSTR) Evidence from net oil export and import groups," Advances in Management and Applied Economics, SCIENPRESS Ltd, vol. 3(2), pages 1-9.
    • Handle: RePEc:spt:admaec:v:3:y:2013:i:2:f:3_2_9
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    1. Woodward, George & Brooks, Robert, 2009. "Do realized betas exhibit up/down market tendencies?," International Review of Economics & Finance, Elsevier, vol. 18(3), pages 511-519, June.
    2. Woodward, George & Marisetty, Vijaya B., 2005. "Introducing non-linear dynamics to the two-regime market model: Evidence," The Quarterly Review of Economics and Finance, Elsevier, vol. 45(4-5), pages 559-581, September.
    3. Fletcher, Jonathan, 2000. "On the conditional relationship between beta and return in international stock returns," International Review of Financial Analysis, Elsevier, vol. 9(3), pages 235-245.
    4. Basher, Syed A. & Sadorsky, Perry, 2006. "Oil price risk and emerging stock markets," Global Finance Journal, Elsevier, vol. 17(2), pages 224-251, December.
    5. Ramos, Sofia B. & Veiga, Helena, 2011. "Risk factors in oil and gas industry returns: International evidence," Energy Economics, Elsevier, vol. 33(3), pages 525-542, May.
    6. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    7. Chien-Chung Nieh, 2002. "The effect of the Asian financial crisis on the relationships among open macroeconomic factors for Asian countries," Applied Economics, Taylor & Francis Journals, vol. 34(4), pages 491-502.
    8. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
    9. Fama, Eugene F & MacBeth, James D, 1973. "Risk, Return, and Equilibrium: Empirical Tests," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 607-636, May-June.
    10. Fama, Eugene F & French, Kenneth R, 1992. "The Cross-Section of Expected Stock Returns," Journal of Finance, American Finance Association, vol. 47(2), pages 427-465, June.
    11. Narayan, Paresh Kumar & Narayan, Seema, 2010. "Modelling the impact of oil prices on Vietnam's stock prices," Applied Energy, Elsevier, vol. 87(1), pages 356-361, January.
    12. Shyh-Wei Chen & Nai-Chuan Huang, 2007. "Estimates of the ICAPM with regime-switching betas: evidence from four pacific rim economies," Applied Financial Economics, Taylor & Francis Journals, vol. 17(4), pages 313-327.
    13. Pettengill, Glenn N. & Sundaram, Sridhar & Mathur, Ike, 1995. "The Conditional Relation between Beta and Returns," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 30(1), pages 101-116, March.
    14. Tang, Gordon Y. N. & Shum, Wai C., 2003. "The conditional relationship between beta and returns: recent evidence from international stock markets," International Business Review, Elsevier, vol. 12(1), pages 109-126, February.
    15. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
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    Cited by:

    1. Mahmut Zortuk & Sinan Çeken, 2016. "Testing Environmental Kuznets Curve in the Selected Transition Economies with Panel Smooth Transition Regression Analysis," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 18(43), pages 537-537, August.
    2. Mahmut ZORTUK & Sinan ÇEKEN, 2015. "The Relationship between Health Care Expenditures and Income in the Selected Transition Economies: A Panel Smooth Transition Regression Analysis," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(2), pages 105-118, June.

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