We examine the role of noncompensatory processing in instance-based inference.• We propose a heuristic for judging the relative frequency of events.• The heuristic performs competitively in describing people's frequency judgments.• In computer simulations we examine the ecological rationality of the heuristic.• The heuristic performs competitively in clustered and skewed environments.
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