Authors
Fei Xu, Vashti Garcia
Publication date
2008/4/1
Journal
Proceedings of the National Academy of Sciences
Volume
105
Issue
13
Pages
5012-5015
Publisher
National Academy of Sciences
Description
Human learners make inductive inferences based on small amounts of data: we generalize from samples to populations and vice versa. The academic discipline of statistics formalizes these intuitive statistical inferences. What is the origin of this ability? We report six experiments investigating whether 8-month-old infants are “intuitive statisticians.” Our results showed that, given a sample, the infants were able to make inferences about the population from which the sample had been drawn. Conversely, given information about the entire population of relatively small size, the infants were able to make predictions about the sample. Our findings provide evidence that infants possess a powerful mechanism for inductive learning, either using heuristics or basic principles of probability. This ability to make inferences based on samples or information about the population develops early and in the absence of schooling or …
Total citations
20082009201020112012201320142015201620172018201920202021202220232024418192035332933262939356435293815
Scholar articles
F Xu, V Garcia - Proceedings of the National Academy of Sciences, 2008