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Sensitivity analysis of an integrated climate-economic model

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  • Benjamin M. Bolker
  • Matheus R. Grasselli
  • Emma Holmes

Abstract

We conduct a sensitivity analysis of a new type of integrated climate-economic model recently proposed in the literature, where the core economic component is based on the Goodwin-Keen dynamics instead of a neoclassical growth model. Because these models can exhibit much richer behaviour, including multiple equilibria, runaway trajectories and unbounded oscillations, it is crucial to determine how sensitive they are to changes in underlying parameters. We focus on four economic parameters (markup rate, speed of price adjustments, coefficient of money illusion, growth rate of productivity) and two climate parameters (size of upper ocean reservoir, equilibrium climate sensitivity) and show how their relative effects on the outcomes of the model can be quantified by methods that can be applied to an arbitrary number of parameters.

Suggested Citation

  • Benjamin M. Bolker & Matheus R. Grasselli & Emma Holmes, 2021. "Sensitivity analysis of an integrated climate-economic model," Papers 2103.06227, arXiv.org.
    • Handle: RePEc:arx:papers:2103.06227
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    References listed on IDEAS

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    1. Martin L. Weitzman, 2012. "GHG Targets as Insurance Against Catastrophic Climate Damages," Journal of Public Economic Theory, Association for Public Economic Theory, vol. 14(2), pages 221-244, March.
    2. William Nordhaus, 2018. "Projections and Uncertainties about Climate Change in an Era of Minimal Climate Policies," American Economic Journal: Economic Policy, American Economic Association, vol. 10(3), pages 333-360, August.
    3. Emmanuel Bovari & Oskar Lecuyer & Florent Mc Isaac, 2018. "Debt and damages: What are the chances of staying under the 2C warming threshold?," International Economics, CEPII research center, issue 155, pages 92-108.
    4. Soetaert, Karline & Petzoldt, Thomas & Setzer, R. Woodrow, 2010. "Solving Differential Equations in R: Package deSolve," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 33(i09).
    5. Simon Dietz & Nicholas Stern, 2015. "Endogenous Growth, Convexity of Damage and Climate Risk: How Nordhaus' Framework Supports Deep Cuts in Carbon Emissions," Economic Journal, Royal Economic Society, vol. 0(583), pages 574-620, March.
    6. Bovari, Emmanuel & Giraud, Gaël & Mc Isaac, Florent, 2018. "Coping With Collapse: A Stock-Flow Consistent Monetary Macrodynamics of Global Warming," Ecological Economics, Elsevier, vol. 147(C), pages 383-398.
    7. Steve Keen, 1995. "Finance and Economic Breakdown: Modeling Minsky’s “Financial Instability Hypothesis”," Journal of Post Keynesian Economics, Taylor & Francis Journals, vol. 17(4), pages 607-635, July.
    8. Matheus R. Grasselli & Adrien Nguyen Huu, 2015. "Inflation and Speculation in a Dynamic Macroeconomic Model," JRFM, MDPI, vol. 8(3), pages 1-26, July.
    9. Dietz, Simon & Stern, Nicholas, 2015. "Endogenous growth, convexity of damage and climate risk: how Nordhaus’ framework supports deep cuts in carbon emissions," LSE Research Online Documents on Economics 58406, London School of Economics and Political Science, LSE Library.
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