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Carbon emissions and sustainability in Covid-19’s waves: evidence from a two-state dynamic Markov-switching regression (MSR) model

Authors :
Konstantinos N. Konstantakis
Panayotis G. Michaelides
Panos Xidonas
Stavroula Yfanti
Source :
Annals of Operations Research.
Publication Year :
2023
Publisher :
Springer Science and Business Media LLC, 2023.

Abstract

Throughout the world, carbon emissions have decreased in an unprecedented way as a result of the Covid-19 pandemic. The purpose of this paper is to investigate whether a rebound effect in carbon emissions is anticipated following the extraction of information related to the beliefs of investors. A suitable Markov switching model is used in this paper to adapt the safe haven financial methodology to an environmental sustainability perspective. Analytically, the aforementioned situation is modeled by estimating a two-state dynamic Markov-Switching Regression (MSR), with a state-dependent intercept term to capture the dynamics of the series, across unobserved regimes. In light of the results of the research and the robustness checks, investors are anticipating a rebound effect on the total quantity of carbon emissions.

Details

ISSN :
15729338 and 02545330
Database :
OpenAIRE
Journal :
Annals of Operations Research
Accession number :
edsair.doi...........e67ddff7fb4985ea9b1c7b63e1844de2