“…To understand the systemic connectedness among various asset classes including energy, metals and agricultural commodities, as summarized in table 1, earlier literature has used GARCH family models (Dahl et al, 2020;Kang et al, 2017;Karali & Ramirez, 2014;Karim et al, 2022cKarim et al, , 2022dWu et al, 2011), VaR (Caporin et al, 2021;Guhathakurta et al, 2020;Ji et al, 2020;Zhang & Broadstock, 2020;Al-Yahyaee et al, 2019;Balli et al, 2019;Umar et al, 2022;Singh et al, 2019), multifractal approach (Madani & Ftiti, 2021), CoVaR and copula approaches (Ameur et al, 2020;Reboredo, 2015), graph theory analysis (Lautier & Raynaud, 2012) and Bayesian analysis (Du et al, 2011).…”