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A new methodology for carbon price forecasting in EU ETS.

Authors :
Han, Sung Kwon
Ahn, Jae Joon
Oh, Kyong Joo
Kim, Tae Yoon
Source :
Expert Systems. Apr2015, Vol. 32 Issue 2, p228-243. 16p.
Publication Year :
2015

Abstract

This paper proposes a new methodology for carbon price forecasting. It posits a finite distributed lag (FDL) model and then applies a GA-ridge algorithm to determine a set of proper predictors with coefficient estimates. An empirical study was conducted in the European Union Greenhouse Gas Emissions Trading market, revealing that our methodology not only yields good forecasting results but also provides some interesting analysis on the carbon price market. It turns out that the combination of the FDL model and GA-ridge algorithm is desirable for forecasting and analyzing the complicated carbon price market because of its capability of selecting proper predictors from a class of predictors of itself. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
02664720
Volume :
32
Issue :
2
Database :
Academic Search Index
Journal :
Expert Systems
Publication Type :
Academic Journal
Accession number :
101947668
Full Text :
https://doi.org/10.1111/exsy.12084