Inferring causal networks from observations and interventions
Authors: Steyvers, M.; Tenenbaum, J.B.; Wagenmakers, E.; Blum, B.
Source: Cognitive Science, Volume 27, Number 3, May 2003 , pp. 453-489(37)
Keywords: Active learning; Bayesian models; Bayesian networks; Causal reasoning; Computer simulation; Decision making; Human experimentation; Hypothesis testing; Interventions; Observational learning; Rational inference; Structure learning; Web experiments
Document Type: Research Article
Affiliations: Department of Cognitive Sciences, University of California, 3151 Social Sciences Plaza, 92697-5100, Irvine, CA, USA
Publication date: May 1, 2003