A theory of causal learning in children: causal maps and Bayes nets (2004)

by Alison Gopnik , Clark Glymour , David M. Sobel , Laura E. Schulz , Tamar Kushnir , David Danks
Venue:Psychological Review
Citations:157 - 33 self

Active Bibliography

33 Theory-based causal induction – Thomas L. Griffiths, Joshua B. Tenenbaum - 2003
3 Words, kinds and causal powers: A theory theory perspective on early naming and categorization – Alison Gopnik, Thierry Nazzi - 2003
A brand new ball game: Bayes net and neural net learning mechanisms in young children – Alison Gopnik, et al.
6 Can Being Scared Cause Tummy Aches? Naive Theories, Ambiguous Evidence, and Preschoolers ’ Causal Inferences – Laura E. Schulz, Elizabeth Baraff Bonawitz, Thomas L. Griffiths
30 Causal learning across domains – Laura E. Schulz, Alison Gopnik - 2004
13 Intuitive theories as grammars for causal inference – Joshua B. Tenenbaum, Thomas L. Griffiths, Sourabh Niyogi - 2007
2 Bayes and blickets: Effects of knowledge on causal induction in children and adults – Thomas L. Griffiths, David M. Sobel, Joshua B. Tenenbaum, Alison Gopnik
for assistance in data collection and analysis; Jim Morgan, Melanie – David M. Sobel, Natasha Z. Kirkham, Megan Blossom, Carl Dambowski, Marco Deleon, Amelia Hausauer, Debbie Kim, Ayla Nero, Judith Pond, Karen Rathbun
Causal Learning Across Domains 1 Running head: Causal Learning Across Domains Causal Learning Across Domains – Laura E. Schulz, Alison Gopnik
1 A tutorial introduction to Bayesian models of cognitive development – Amy Perfors, Joshua B. Tenenbaum, Thomas L. Griffiths, Fei Xu
Running head: CAUSAL DETERMINISM God does not play dice: Causal determinism and preschoolers ’ causal inferences – Laura E. Schulz, Jessica Sommerville Abstract
Running head: Going beyond the evidence Going beyond the evidence: Abstract laws and preschoolers ’ responses to anomalous data – Laura E. Schulz, Noah D. Goodman, Joshua B. Tenenbaum, Adrianna C. Jenkins
13 A shift in children’s use of perceptual and causal cues to categorization – Thierry Nazzi, Alison Gopnik - 2000
McDonnell Foundation Causal Learning Collaborative Initiative – Laura E. Schulz, Jessica Sommerville, Helen Gordon
The theory theory as an alternative to the innateness hypothesis. – Alison Gopnik, Basil Blackwell
15 Early Language Development And Its Neural Correlates – Elizabeth Bates, Donna Thal, Barbara Finlay, Barbara Clancy - 1992
12 From mere coincidences to meaningful discoveries – Thomas L. Griffiths , Joshua B. Tenenbaum - 2006
Finding the Cause: Examining the Role of Qualitative Causal Inference through Categorical Judgments – Michael Pacer
7 The role of causal models in analogical inference – Hee Seung Lee, Keith J. Holyoak - 2008