Controlling for the polarity and subjectivity of social media data based on the development of the COVID-19 outbreak, we analyse the relationships between the largest cryptocurrencies and such time-varying realisation as to the scale of the economic shock centralised within the...

Crude oil is prone to large upward price shocks, creating challenges for personal and corporate budgeting. In this paper, we systematically assess a range of possible shock havens against large oil price shocks. Empirical tests uncover a rich set of assets which act both as hedges and shock...

Chinese oil futures products were created in 2018, and have since presented an alternative, regional exchange through which to invest. This research tests for evidence of developing market maturity during the time since the market was established, specifically focusing on static and time-varying...