Moments do not suffice to characterize Δ_n: extend beyond covariance and third moments
Prove that for every fixed integer k ≥ 1, there exist probability measures μ and ν on {0,1}^N that share all moments up to order k but have different asymptotic behaviors of the binomial empirical process, namely one with Δ_n(·) → 0 and the other with Δ_n(·) not → 0, thereby showing that knowledge of kth-order moments does not suffice to characterize the decay of Δ_n.
References
We conjecture that similar examples could be constructed to show that for any k≥q 1, knowledge of the kth order moments does not suffice to characterize the decay of Δn.
                — Correlated Binomial Process
                
                (2402.07058 - Blanchard et al., 10 Feb 2024) in After Theorem 2 (Covariance does not characterize Δ_n), Section 2 (Main results)