The cumulant representation is common in classical statistical physics for variables on the real line and the issue of closures of cumulant expansions is well elaborated. The case of phase variables significantly differs from the case of linear ones; the relevant order parameters are the Kuramoto-Daido ones. but not the conventional moments. One can formally introduce circular cumulan... https://jeepworldes.shop/product-category/splash-guards/