This dissertation investigates energy markets using dynamic time series and rolling panel approaches, aiming to enhance our understanding of their dynamics and interrelationships. The first essay focuses on the transfer of price bubbles between oil and gas markets. The findings indicate that price bubbles in the oil market have the potential to transfer to the gas market, with the probability of transfer depending on the gas price mechanism. The second essay delves into China’s natural gas market and specifically explores the dynamic relationship between imported liquefied natural gas (LNG) and pipeline prices. This analysis utilizes a price discovery framework to examine the market dynamics. The empirical results reveal that prior to the m...