Model-driven multimodal LSTM-CNN for unbiased structural forecasting of European Union allowances open-high-low-close price

Huang, Wenyang; Zhao, Jianyu; Wang, Xiaokang

doi:10.1016/j.eneco.2024.107459

Cited by 2 publications

(1 citation statement)

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“…In energy and financial markets, trend analysis helps traders understand market direction, enabling them to make informed trading choices. Price changes create diverse chart patterns essential in technical analysis [49][50][51]. These patterns can indicate potential trend reversals or continuations, aiding traders in determining optimal entry and exit points.…”

Section: Review Of Technical Analysis Usedmentioning

confidence: 99%

Navigating Energy and Financial Markets: A Review of Technical Analysis Used and Further Investigation from Various Perspectives

2024

Energies

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This review paper thoroughly examines the role of technical analysis in energy and financial markets with a primary focus on its application, effectiveness, and comparative analysis with fundamental analysis. The discussion encompasses fundamental principles, investment strategies, and emerging trends in technical analysis, underscoring their critical relevance for traders, investors, and analysts operating within these markets. Through the analysis of historical price data, technical analysis serves as a crucial tool for recognizing market trends, determining trade timing, and managing risk effectively. Given the complex nature of energy and financial markets, where many factors influence prices, the significance of technical analysis is particularly pronounced. This review aims to provide practical insights and serve as a roadmap for future research in the realm of technical analysis within energy and financial markets. This review contributes to the ongoing discourse and advancement of knowledge in this crucial field by synthesizing existing perspectives and proposing avenues for further exploration.

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Section: Review Of Technical Analysis Usedmentioning

confidence: 99%

Navigating Energy and Financial Markets: A Review of Technical Analysis Used and Further Investigation from Various Perspectives

2024

Energies

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Identifying price bubbles in global carbon markets: Evidence from the SADF test, GSADF test and LPPLS method

Huang,

Wang

2024

Energy Economics

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Model-driven multimodal LSTM-CNN for unbiased structural forecasting of European Union allowances open-high-low-close price

Cited by 2 publications

References 113 publications

Navigating Energy and Financial Markets: A Review of Technical Analysis Used and Further Investigation from Various Perspectives

Navigating Energy and Financial Markets: A Review of Technical Analysis Used and Further Investigation from Various Perspectives

Identifying price bubbles in global carbon markets: Evidence from the SADF test, GSADF test and LPPLS method

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