Study on Carbon Emission Effect of Listed Companies Based on Random Forest Regression Analysis
the"Dual-carbon"strategy is the only way to break the constraints of resources and environment and realize the devel-opment of new qualitative productivity.Promoting the transformation of green development of enterprises and increasing carbon emission reduction can effectively enhance the value of enterprises and form the awareness of internal driving forces.Based on the data of a-share listed companies in our country from 2010 to 2021,this paper uses linear regression model and random forest model to test the influence of carbon emission of listed companies on enterprise value,and finds that there is a significant negative correlation between carbon emission and enterprise value,and mining,electricity,heat,gas and water production and supply carbon emissions on the value of the enterprise is significantly higher than oth-er industries.Based on this conclusion,enterprises should establish low-carbon environmental awareness,improve ener-gy consumption structure,increase green R&D investment,promote industrial restructuring,promote green develop-ment transformation,effectively reduce carbon emissions,continuously increase the value of the company.
carbon emissions"Dual carbon"strategyenterprise valuerandom forest model
NETL
NSTL
万方数据
