This article completes our studies on the formal construction of asymptotic approximations for statistics based a random number observations. Second order Chebyshev–Edgeworth expansions asymptotically normally or chi-squared distributed from samples with negative binomial Pareto-like sample sizes are obtained. The results can have applications wide spectrum chi-square statistics. Random, non-ra...