The forecasting power of economic policy uncertainty for energy demand and supply

被引:1
|
作者
Rakpho, Pichayakone [1 ]
Yamaka, Woraphon [1 ,2 ]
机构
[1] Chiang Mai Univ, Fac Econ, Ctr Excellence Econometr, Chiang Mai, Thailand
[2] Chiang Mai Univ, Fac Econ, Chiang Mai, Thailand
关键词
Economic Policy Uncertainty (EPU); Demand energy; Supply energy; BVAR models; CARBON EMISSIONS; CONSUMPTION; PRICES;
D O I
10.1016/j.egyr.2021.06.059
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
This paper considers using a global Economic Policy Uncertainty (EPU) index to enhance forecasting energy demand and supply. Our demand and supply are measured from the consumption and production of energies (fossil fuels and renewable energies). In this study, the Bayesian Vector Autoregressive (BVAR) model is employed to forecast energy demand and supply more accurately. Overall, the BVAR model that uses the EPU index as a predictor on a long sample makes a better prediction of energy demand. This result indicates a high predictive power of the EPU index in energy demand forecasting. However, it seems that BVAR without EPU provides a poor job at forecasting energy supply. (C) 2021 The Author(s). Published by Elsevier Ltd.
引用
收藏
页码:338 / 343
页数:6
相关论文
共 50 条
  • [31] Supply chain optimization with quantity discount policy under demand uncertainty
    Graduate School of Engineering Science, Osaka Univ., Dept. of Systems Innovation, 1-3 Machikaneyama-cho, Toyonaka-city, Osaka, 560-8531, Japan
    Nihon Kikai Gakkai Ronbunshu C, 784 (4325-4338):
  • [32] The stock competition policy between supply chains under demand uncertainty
    Antai College of Economics and Management, Shanghai Jiaotong University, Shanghai 200052, China
    Shanghai Jiaotong Daxue Xuebao, 2008, 9 (1511-1514):
  • [33] Demand- and supply-side approaches to economic policy
    Michie, J
    Pitelis, C
    EMPLOYMENT, TECHNOLOGY AND ECONOMIC NEEDS: THEORY, EVIDENCE, AND PUBLIC POLICY, 1998, : 42 - 57
  • [34] Crude oil price: Demand, supply, economic activity, economic policy uncertainty and wars - From the perspective of structural equation modelling (SEM)
    Wang, Qingfeng
    Sun, Xu
    ENERGY, 2017, 133 : 483 - 490
  • [35] Review of Uncertainty Forecasting Methods for Renewable Energy Power
    Li J.
    Luo Y.
    Yang S.
    Wei S.
    Huang Q.
    Gaodianya Jishu/High Voltage Engineering, 2021, 47 (04): : 1144 - 1155
  • [36] FORECASTING SUPPLY AND DEMAND OF SOCIOLOGISTS
    FERRISS, AL
    AMERICAN SOCIOLOGIST, 1968, 3 (03): : 225 - 234
  • [37] Forecasting physician supply and demand
    Kolars, JC
    MEDICAL EDUCATION, 2001, 35 (05) : 424 - 425
  • [38] Relation of Uncertainty in Fluctuations of Energy Commodity Demand and Prices to Forecasting Timeframe
    Mazurova O.V.
    Studies on Russian Economic Development, 2018, 29 (2) : 161 - 166
  • [39] Forecasting economic policy uncertainty of BRIC countries using Bayesian VARs
    Gupta, Rangan
    Sun, Xiaojin
    ECONOMICS LETTERS, 2020, 186