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Regional variation in the drivers of China's residential electricity consumption (REC) and policy orientation 期刊论文
ENERGY FOR SUSTAINABLE DEVELOPMENT, 2022, 卷号: 67, 页码: 112-124
作者:  Wang, Shubin;  Sun, Shaolong;  Zhao, Erlong;  Wang, Shouyang
收藏  |  浏览/下载：114/0  |  提交时间：2022/06/21
Residential electricity consumption  Regional difference  LMDI method  China  
Multi-step metal prices forecasting based on a data preprocessing method and an optimized extreme learning machine by marine predators algorithm 期刊论文
RESOURCES POLICY, 2021, 卷号: 74, 页码: 10
作者:  Du, Pei;  Guo, Ju'e;  Sun, Shaolong;  Wang, Shouyang;  Wu, Jing
收藏  |  浏览/下载：158/0  |  提交时间：2022/04/02
Metal prices forecasting  Data processing method  Optimized extreme learning machine  Hybrid forecasting model  
Decomposition Methods for Tourism Demand Forecasting: A Comparative Study 期刊论文
JOURNAL OF TRAVEL RESEARCH, 2021, 页码: 18
作者:  Zhang, Chengyuan;  Li, Mingchen;  Sun, Shaolong;  Tang, Ling;  Wang, Shouyang
收藏  |  浏览/下载：128/0  |  提交时间：2022/04/02
tourism demand forecasting  decomposition methods  variational mode decomposition  decomposition and ensemble  machine learning  
Urban and rural differences with regional assessment of household energy consumption in China 期刊论文
ENERGY, 2021, 卷号: 232, 页码: 15
作者:  Wang, Shubin;  Sun, Shaolong;  Zhao, Erlong;  Wang, Shouyang
收藏  |  浏览/下载：117/0  |  提交时间：2022/04/02
Household energy consumption  Urban-rural difference  Regional assessment  LMDI framework  
A new decomposition ensemble approach for tourism demand forecasting: Evidence from major source countries in Asia-Pacific region 期刊论文
INTERNATIONAL JOURNAL OF TOURISM RESEARCH, 2021, 页码: 14
作者:  Zhang, Chengyuan;  Jiang, Fuxin;  Wang, Shouyang;  Sun, Shaolong
收藏  |  浏览/下载：181/0  |  提交时间：2021/04/26
artificial intelligence  Asia‐  Pacific region  decomposition ensemble approach  NA‐  MEMD  tourism demand forecasting  
Estimation of Partially Linear Panel Data Models with Cross-Sectional Dependence 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2021, 页码: 12
作者:  Huang, Bai;  Sun, Yuying;  Wang, Shouyang
收藏  |  浏览/下载：135/0  |  提交时间：2021/04/26
Common correlated effects  common factors  cross-sectional dependence  panel data  semi-parametric estimation  
Air pollution emissions from Chinese power plants based on the continuous emission monitoring systems network 期刊论文
SCIENTIFIC DATA, 2020, 卷号: 7, 期号: 1, 页码: 10
作者:  Tang, Ling;  Xue, Xiaoda;  Qu, Jiabao;  Mi, Zhifu;  Bo, Xin;  Chang, Xiangyu;  Wang, Shouyang;  Li, Shibei;  Cui, Weigeng;  Dong, Guangxia
收藏  |  浏览/下载：160/0  |  提交时间：2021/01/14
Uncertainty shocks of Trump election in an interval model of stock market 期刊论文
QUANTITATIVE FINANCE, 2020, 页码: 15
作者:  Sun, Yuying;  Qiao, Kenan;  Wang, Shouyang
收藏  |  浏览/下载：147/0  |  提交时间：2021/01/14
Interval dummy variables  Interval time series  Nonlinear minimum-distance estimator  Range volatility  Trump election  
Crude oil price analysis and forecasting: A perspective of "new triangle" 期刊论文
ENERGY ECONOMICS, 2020, 卷号: 87, 页码: 14
作者:  Lu, Quanying;  Li, Yuze;  Chai, Jian;  Wang, Shouyang
收藏  |  浏览/下载：214/0  |  提交时间：2020/06/30
Crude oil  Dynamic Bayesian structural time series model  Google trend  Kalman filtering  Spike and slab prior  Bayesian model average