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This paper presents a simulation study of some properties of size-based probability sampling with unequal unit-level costs, subject to constraints on aggregate costs. Principal emphasis centers on the distribution of realized sample sizes; and on the distribution of estimation errors for a ratio estimator of per-unit population means.