Research Article

A Hybrid Forecasting Model for Nonstationary and Nonlinear Time Series in the Stochastic Process of CO2 Emission Trading Price Fluctuation

Table 4

The division results of training set and testing set of the total sample.

Carbon pricesSizeDate

EUA spotSample set2443January 16, 2009-March 22, 2019
Training set1629January 16, 2009-January 13, 2016
Testing set814January 14, 2016-March 22, 2019

EUA futures—DEC18Sample set1705March 26, 2012-December 17, 2018
Training set1137March 26, 2012-September 27, 2016
Testing set568September 28, 2016-December 17, 2018

EUA futures—DEC19Sample set1771March 26, 2012-March 26, 2019
Training set1181March 26, 2012-November 28, 2016
Testing set590November 29, 2016-March 26, 2019