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Cited by 55 publications
(19 citation statements)
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References 16 publications
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“…models include the ARMA-GARCH (Liu and Shi, 2013), GM-ARMA (Xu et al, 2015), EEMD-LSSVM-GARCH , and Wavelet transform-ARMA-Learning machine (Yang et al, 2017).…”
Section: System Dynamics Modelmentioning
confidence: 99%
“…models include the ARMA-GARCH (Liu and Shi, 2013), GM-ARMA (Xu et al, 2015), EEMD-LSSVM-GARCH , and Wavelet transform-ARMA-Learning machine (Yang et al, 2017).…”
Section: System Dynamics Modelmentioning
confidence: 99%
“…The improved Grey forecasting model demonstrates better performance compared with the conventional GM (1, 1). Xu et al [32] combine GM and the Autoregressive and moving average model. The result indicates that the improved energy forecasting model has excellent accuracy and a high level of reliability for the case study of Guangdong Province.…”
Section: Methodmentioning
confidence: 99%
“…Their finding reveals that the proposed model performs better than a back propagation neural network (BPNN) model and a single SVM model in terms of forecasting CO 2 emissions. Later, Xu, Gua, Liu and Dai [22] forecasted the final energy consumption of the Guangdong Province of China from 2013 to 2016 using a newly established GM-ARMA model, based on a HP filter. The study shows that this particular model has excellent precision and a higher level of reliability.…”
Section: Literature Reviewmentioning
confidence: 99%