This research tested the hypothesis that young children's bias to generalize names for solid objects by shape is the product of statistical regularities among nouns in the early productive vocabulary. Fifteen- to 20-month-olds given intensive naming experiences with typical noun categories developed a precocious shape bias and showed accelerated vocabulary development. Children taught an atypical noun set or no new nouns did not develop a shape bias or accelerated vocabulary. (Author/KB)