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A climate–economy model in a stochastic differential equilibrium with fractional Brownian motions and Poisson jumps

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Abstract

This paper introduces a new general equilibrium model involving climate change. More precisely, we used the theory of stochastic differential equations driven by fractional Brownian motion and the theory of jump processes to predict the climate–economy relationship. Through real data, we verified the new model’s effectiveness and accessed its prediction capacity through various simulations. The model provided good simulations of CO2 concentrations and other emissions, temperature dynamics and GDP. Besides, we found that climate change hurts global GDP around 2045 ceteris paribus. It proves to be more suitable for predicting the process in which memory reveals to be a relevant fact. Some policy implications are proposed to mitigate the anticipated impacts of the climate on the economy.

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Availability of data and materials

Data is available on: 1. https://donnees.banquemondiale.org/indicator/NY.GDP.MKTP.CD. 2. https://donnees.banquemondiale.org/indicator/EN.ATM.CO2E.KT. 3. https://gml.noaa.gov/ccgg/trends/global.html. 4. https://www.ncdc.noaa.gov/cag/global/time-series.

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Code is available upon request.

Notes

  1. Generalities on the theory of stochastic differential equations, fractional Brownian motion, and the theory of jump processes are provided in ESM Appendix.

  2. Organisation for Economic Co-operation and Development.

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Funding

The authors declare that no funds, grants, or other support were received during the preparation of this manuscript.

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Contributions

All authors contributed to study conception and design. Material preparation, data, and analysis were performed by KHB, ASA, and NB. ASA wrote the first draft of the manuscript and KHB and NB commented on previous versions. All authors read and approved the final manuscript.

Corresponding author

Correspondence to Alastaire Sena Alinsato.

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Conflict of interest

The authors have no relevant financial or non-financial interests to disclose.

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This is an observational study. The University of Abomey-Calavi Research Ethics Committee has confirmed that no ethical approval is required

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This article does not contain any studies with human participants performed by any of the authors

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Alinsato, A.S., Bete, K.H. & Bassongui, N. A climate–economy model in a stochastic differential equilibrium with fractional Brownian motions and Poisson jumps. SN Bus Econ 3, 139 (2023). https://doi.org/10.1007/s43546-023-00512-6

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  • DOI: https://doi.org/10.1007/s43546-023-00512-6

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