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Modelling Environmental Risk

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Abstract

As environmental issues have become increasingly important in economic research and policy for sustainable development, firms in the private sector have introduced environmental and social issues in conducting their business activities. Such behaviour is tracked by the Dow Jones Sustainable Indexes (DJSI) through financial market indexes that are derived from the Dow Jones Global Indexes. The sustainability activities of firms are assessed using criteria in three areas, namely economic, environmental and social. Risk (or uncertainty) is analysed empirically through the use of conditional volatility models of investment in sustainability-driven firms that are selected through the DJSI. The empirical analysis is based on financial econometric models to determine the underlying conditional volatility, with the estimates showing that there is strong evidence of volatility clustering, short and long run persistence of shocks to the index returns, and asymmetric leverage between positive and negative shocks to returns.

Suggested Citation

  • Suhejla Hoti & Michael McAleer & Laurent L. Pauwels, 2004. "Modelling Environmental Risk," IHEID Working Papers 08-2004, Economics Section, The Graduate Institute of International Studies.
    • Handle: RePEc:gii:giihei:heiwp08-2004
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    9. Ling, Shiqing & McAleer, Michael, 2002. "Stationarity and the existence of moments of a family of GARCH processes," Journal of Econometrics, Elsevier, vol. 106(1), pages 109-117, January.
    10. Suhejla Hoti & Felix Chan & Michael McAleer, 2003. "Structure and Asymptotic Theory for Multivariate Asymmetric Volatility: Empirical Evidence for Country Risk Ratings," CIRJE F-Series CIRJE-F-203, CIRJE, Faculty of Economics, University of Tokyo.
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    12. repec:bla:jecsur:v:16:y:2002:i:3:p:245-69 is not listed on IDEAS
    13. W. K. Li & Shiqing Ling & Michael McAleer, 2002. "Recent Theoretical Results for Time Series Models with GARCH Errors," Journal of Economic Surveys, Wiley Blackwell, vol. 16(3), pages 245-269, July.
    14. Suhejla Hoti & Michael McAleer, 2004. "An Empirical Assessment of Country Risk Ratings and Associated Models," Journal of Economic Surveys, Wiley Blackwell, vol. 18(4), pages 539-588, September.
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    Cited by:

    1. LanFen Chu & Michael McAleer & Chi-Chung Chen, 2009. "How Volatile is ENSO?," CIRJE F-Series CIRJE-F-635, CIRJE, Faculty of Economics, University of Tokyo.
    2. Ishtiaq Ahmad & Judit Oláh & József Popp & Domicián Máté, 2018. "Does Business Group Affiliation Matter for Superior Performance? Evidence from Pakistan," Sustainability, MDPI, vol. 10(9), pages 1-19, August.
    3. Ping-Yu Chen & Chia-Lin Chang & Chi-Chung Chen & Michael McAleer, 2010. "Modeling the Effect of Oil Price on Global Fertilizer Prices," KIER Working Papers 722, Kyoto University, Institute of Economic Research.
    4. Chen, P-Y. & Chang, C-L. & Chen, C-C. & McAleer, M.J., 2010. "Modeling the Volatility in Global Fertilizer Prices," Econometric Institute Research Papers EI 2010-42, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute.
    5. Daniel Cupriak & Katarzyna Kuziak & Tomasz Popczyk, 2020. "Risk Management Opportunities between Socially Responsible Investments and Selected Commodities," Sustainability, MDPI, vol. 12(5), pages 1-20, March.
    6. Borja Diez-Cañamero & Tania Bishara & Jose Ramon Otegi-Olaso & Rikardo Minguez & José María Fernández, 2020. "Measurement of Corporate Social Responsibility: A Review of Corporate Sustainability Indexes, Rankings and Ratings," Sustainability, MDPI, vol. 12(5), pages 1-36, March.
    7. McAleer, Michael, 1994. "Sherlock Holmes and the Search for Truth: A Diagnostic Tale," Journal of Economic Surveys, Wiley Blackwell, vol. 8(4), pages 317-370, December.
    8. Viorica Chirila, 2013. "Analysis Of The Returns And Volatility Of The Environmental Stock Leaders," CES Working Papers, Centre for European Studies, Alexandru Ioan Cuza University, vol. 5(3), pages 359-377, September.
    9. Keuzenkamp, H.A. & McAleer, M., 1994. "Simplicity, scientific inference and econometric modelling," Other publications TiSEM dabcc476-15d7-4177-a2f5-b, Tilburg University, School of Economics and Management.
    10. Hoti, Suhejla & McAleer, Michael & Pauwels, Laurent L., 2008. "Multivariate volatility in environmental finance," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 78(2), pages 189-199.
    11. Steven Cook, 2001. "Observations on the practice of data-mining: comments on the JEM symposium," Journal of Economic Methodology, Taylor & Francis Journals, vol. 8(3), pages 415-419.
    12. S. Sudha, 2015. "Risk-return and Volatility analysis of Sustainability Index in India," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 17(6), pages 1329-1342, December.
    13. Sadorsky, Perry, 2014. "Modeling volatility and conditional correlations between socially responsible investments, gold and oil," Economic Modelling, Elsevier, vol. 38(C), pages 609-618.
    14. repec:jes:wpaper:y:2013:v:5:p:359-377 is not listed on IDEAS

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