China’s Energy Stock Price Index Prediction Based on VECM–BiLSTM Model

Energies, Год журнала: 2025, Номер 18(5), С. 1242 - 1242

Опубликована: Март 3, 2025

The energy stock price index maps the development trends in China’s market to a certain extent, and accurate forecasting of can effectively guide government regulate policies cope with external risks. vector error correction model (VECM) analyzes relationship between each indicator output, provides an explanation for way influences output indicator, uses this filter input indicators. forecast results China 2022–2024 showed upward trend, evaluation parameters MAE, MAPE, RMSE were 0.2422, 3.5704% 0.3529, respectively, higher efficiency than other comparative models. Finally, impact different indicators on Chinese was analyzed through scenario setting. show that oscillations real commodity factor (RCPF) global economic conditions (GECON) cause fluctuations indices evolves same manner as changes two international indices: MSCI World Index FTSE 100 Index.

Язык: Английский

Asymmetric threshold effects of economic growth on renewable energy in response to energy price fluctuations

The Journal of Economic Asymmetries, Год журнала: 2025, Номер unknown, С. e00414 - e00414

Опубликована: Март 1, 2025

Язык: Английский

Financial Innovation and Clean Energy Technology Development: Policy Vs Geopolitics

Renewable Energy, Год журнала: 2025, Номер unknown, С. 122968 - 122968

Опубликована: Март 1, 2025

Язык: Английский