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Options, as complex derivative assets, play a crucial role in real life for hedging risks and speculating profits. Their high volatility and the challenging nature of price predictions make them not only essential tools for financial markets but also a compelling research topic for scholars. Building on previous studies, this thesis focuses on Shanghai Crude Oil options, offering insights into the
