Energy stability and decarbonization in developing countries: Random Forest approach for forecasting of crude oil trade flows and macro indicators

The paper observes the dependence of the main macroeconomic indicators in developing countries from the change in world prices for crude oil. We analyzed a system of simultaneous equations, which makes it possible to verify some of these hypotheses, and developed the model to forecast the impact of...

Full description

Bibliographic Details
Main Authors: Anthony Nyangarika, Alexey Mikhaylov, S. M. Muyeen, Vladimir Yadykin, Angela B. Mottaeva, Igor P. Pryadko, Sergey Barykin, Natalia Fomenko, George Rykov, Kristina Shvandar
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-11-01
Series:Frontiers in Environmental Science
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fenvs.2022.1031343/full