“…Initial research on the estimation of the optimal hedge ratio assumed that the return variance is time‐invariant (Ederington, 1979; Hill & Schneeweis, 1981). This classical assumption, however, is impractical in contemporary crude oil futures trading due to various market frictions including thin trading, inadequate inventory, and seasonality in production and consumption (Go & Lau, 2021). To improve the hedging performance of futures contracts, both academics and practitioners use time‐varying variance–covariance matrices to determine the optimal hedge ratio (Baillie & Myers, 1991; Chun et al, 2019; Myers, 1991; Poomimars et al, 2003; Switzer & El‐Khoury, 2007; Xu & Lien, 2020).…”