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Denison, Stephanie; Bonawitz, Elizabeth; Gopnik, Alison; Griffiths, Thomas L. – Cognition, 2013
We present a proposal--"The Sampling Hypothesis"--suggesting that the variability in young children's responses may be part of a rational strategy for inductive inference. In particular, we argue that young learners may be randomly sampling from the set of possible hypotheses that explain the observed data, producing different hypotheses with…
Descriptors: Sampling, Probability, Preschool Children, Inferences
Zhao, Jiaying; Shah, Anuj; Osherson, Daniel – Cognition, 2009
In standard treatments of probability, Pr(A[vertical bar]B) is defined as the ratio of Pr(A[intersection]B) to Pr(B), provided that Pr(B) greater than 0. This account of conditional probability suggests a psychological question, namely, whether estimates of Pr(A[vertical bar]B) arise in the mind via implicit calculation of…
Descriptors: Computation, Probability, Mathematical Concepts, Hypothesis Testing

Cohen, L. Jonathan – Cognition, 1980
Kahneman and Tversky's critique of Cohen's position on adults' probability reasoning is not valid. If they think Baconian logic is normatively unsound, the onus is on them to explain why. It is valid and useful because nature itself is full of causal processes. (Author/RD)
Descriptors: Abstract Reasoning, Deduction, Hypothesis Testing, Logical Thinking