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Volumn 35, Issue 8, 2011, Pages 1407-1455

Bayes and blickets: Effects of knowledge on causal induction in children and adults

Author keywords

Bayesian inference; Causal induction; Cognitive development; Knowledge effects

Indexed keywords

ADULT; ARTICLE; BAYES THEOREM; CONCEPT FORMATION; FEMALE; HUMAN; KNOWLEDGE; LEARNING; MALE; PRESCHOOL CHILD; PROBLEM SOLVING; PSYCHOLOGICAL MODEL;

EID: 80055111459     PISSN: 03640213     EISSN: None     Source Type: Journal    
DOI: 10.1111/j.1551-6709.2011.01203.x     Document Type: Article
Times cited : (73)

References (71)
  • 1
    • 0002908545 scopus 로고    scopus 로고
    • The role of mechanism beliefs in causal reasoning
    • F. C. Keil & R. A. Wilson (Eds.) Cambridge, MA: MIT Press.
    • Ahn, W., & Kalish, C. W. (2000). The role of mechanism beliefs in causal reasoning. In F. C. Keil & R. A. Wilson (Eds.), Explanation and cognition (pp. 199-226). Cambridge, MA: MIT Press.
    • (2000) Explanation and cognition , pp. 199-226
    • Ahn, W.1    Kalish, C.W.2
  • 3
    • 84866745795 scopus 로고    scopus 로고
    • Deconfounding hypothesis generation and evaluation in Bayesian models. In S. Ohlsson & R. Catrambone (Eds.), Proceedings of the 32nd Annual Conference of the Cognitive Science Society Austin, TX: Cognitive Science Society.
    • Bonawitz, E. B., & Griffiths, T. L. (2010). Deconfounding hypothesis generation and evaluation in Bayesian models. In S. Ohlsson & R. Catrambone (Eds.), Proceedings of the 32nd Annual Conference of the Cognitive Science Society. (pp. 2260-2265). Austin, TX: Cognitive Science Society.
    • (2010) , pp. 2260-2265
    • Bonawitz, E.B.1    Griffiths, T.L.2
  • 4
    • 0000189690 scopus 로고
    • The development of causal reasoning
    • W. J. Friedman (Ed.). New York: Academic Press.
    • Bullock, M., Gelman, R., & Baillargeon, R. (1982). The development of causal reasoning. In W. J. Friedman (Ed.), The developmental psychology of time (pp. 209-254). New York: Academic Press.
    • (1982) The developmental psychology of time , pp. 209-254
    • Bullock, M.1    Gelman, R.2    Baillargeon, R.3
  • 5
    • 84921544606 scopus 로고    scopus 로고
    • Oxford, England: Oxford University Press.
    • Carey, S. (2009). The origin of concepts. Oxford, England: Oxford University Press.
    • (2009) The origin of concepts
    • Carey, S.1
  • 8
    • 0039630447 scopus 로고    scopus 로고
    • From covariation to causation: A causal power theory
    • Cheng, P. W. (1997). From covariation to causation: A causal power theory. Psychological Review, 104, 367-405.
    • (1997) Psychological Review , vol.104 , pp. 367-405
    • Cheng, P.W.1
  • 9
    • 80055114588 scopus 로고    scopus 로고
    • Causal reasoning
    • R. Wilson & F. Keil (Eds.). Cambridge, MA: Bradford, MIT Press.
    • Cheng, P. W. (2000). Causal reasoning. In R. Wilson & F. Keil (Eds.), The MIT encyclopedia of cognitive sciences (pp. 106-108). Cambridge, MA: Bradford, MIT Press.
    • (2000) The MIT encyclopedia of cognitive sciences , pp. 106-108
    • Cheng, P.W.1
  • 11
    • 0038172310 scopus 로고    scopus 로고
    • Equilibria of the Rescorla-Wagner model
    • Danks, D. (2003). Equilibria of the Rescorla-Wagner model. Journal of Mathematical Psychology, 47, 109-121.
    • (2003) Journal of Mathematical Psychology , vol.47 , pp. 109-121
    • Danks, D.1
  • 13
    • 0030074608 scopus 로고    scopus 로고
    • Within-compound associations mediate the retrospective revaluation of causality judgements
    • Dickinson, A., & Burke, J. (1996). Within-compound associations mediate the retrospective revaluation of causality judgements. Quarterly Journal of Experimental Psychology, 49B, 60-80.
    • (1996) Quarterly Journal of Experimental Psychology , vol.49 B , pp. 60-80
    • Dickinson, A.1    Burke, J.2
  • 14
    • 0002683396 scopus 로고
    • Instrumental action and causal representation
    • D. Sperber, D. Premack, & A. J. Premack (Eds.) Oxford, England: Oxford University Press.
    • Dickinson, A., & Shanks, D. R. (1995). Instrumental action and causal representation. In D. Sperber, D. Premack, & A. J. Premack (Eds.), Causal cognition: A multidisciplinary debate (pp. 5-25). Oxford, England: Oxford University Press.
    • (1995) Causal cognition: A multidisciplinary debate , pp. 5-25
    • Dickinson, A.1    Shanks, D.R.2
  • 16
    • 0037262841 scopus 로고    scopus 로고
    • Being Bayesian about Bayesian network structure: A Bayesian approach to structure discovery in Bayesian networks
    • Friedman, N., & Koller, D. (2003). Being Bayesian about Bayesian network structure: A Bayesian approach to structure discovery in Bayesian networks. Machine Learning, 50, 95-125.
    • (2003) Machine Learning , vol.50 , pp. 95-125
    • Friedman, N.1    Koller, D.2
  • 17
    • 0032001389 scopus 로고    scopus 로고
    • Learning causes: Psychological explanations of causal explanation
    • Glymour, C. (1998). Learning causes: Psychological explanations of causal explanation. Minds and Machines, 8, 39-60.
    • (1998) Minds and Machines , vol.8 , pp. 39-60
    • Glymour, C.1
  • 19
    • 0037219403 scopus 로고    scopus 로고
    • Learning, prediction, and causal Bayes nets
    • Glymour, C. (2003). Learning, prediction, and causal Bayes nets. Trends in Cognitive Science, 7, 43-48.
    • (2003) Trends in Cognitive Science , vol.7 , pp. 43-48
    • Glymour, C.1
  • 20
    • 0012262463 scopus 로고    scopus 로고
    • Causal mechanism and probability: A normative approach
    • Y. Oaksford & V. Chater (Eds.) Oxford, England: Oxford University Press.
    • Glymour, C., & Cheng, P. W. (1998). Causal mechanism and probability: A normative approach. In Y. Oaksford & V. Chater (Eds.), Rational models of cognition (pp. 295-313). Oxford, England: Oxford University Press.
    • (1998) Rational models of cognition , pp. 295-313
    • Glymour, C.1    Cheng, P.W.2
  • 21
    • 0035740797 scopus 로고    scopus 로고
    • Naive causality: A mental model theory of causal meaning and reasoning
    • Goldvarg, E., & Johnson-Laird, P. N. (2001). Naive causality: A mental model theory of causal meaning and reasoning. Cognitive Science, 25, 565-610.
    • (2001) Cognitive Science , vol.25 , pp. 565-610
    • Goldvarg, E.1    Johnson-Laird, P.N.2
  • 24
    • 0034280528 scopus 로고    scopus 로고
    • Detecting blickets: How young children use information about causal powers in categorization and induction
    • Gopnik, A., & Sobel, D. M. (2000). Detecting blickets: How young children use information about causal powers in categorization and induction. Child Development, 71, 1205-1222.
    • (2000) Child Development , vol.71 , pp. 1205-1222
    • Gopnik, A.1    Sobel, D.M.2
  • 25
    • 0035458335 scopus 로고    scopus 로고
    • Causal learning mechanisms in very young children: Two, three, and four-year-olds infer causal relations from patterns of variation and covariation
    • Gopnik, A., Sobel, D. M., Schulz, L., & Glymour, C. (2001). Causal learning mechanisms in very young children: Two, three, and four-year-olds infer causal relations from patterns of variation and covariation. Developmental Psychology, 37, 620-629.
    • (2001) Developmental Psychology , vol.37 , pp. 620-629
    • Gopnik, A.1    Sobel, D.M.2    Schulz, L.3    Glymour, C.4
  • 27
    • 28144442965 scopus 로고    scopus 로고
    • Structure and strength in causal induction
    • Griffiths, T. L., & Tenenbaum, J. B. (2005). Structure and strength in causal induction. Cognitive Psychology, 51, 285-386.
    • (2005) Cognitive Psychology , vol.51 , pp. 285-386
    • Griffiths, T.L.1    Tenenbaum, J.B.2
  • 28
    • 34247335194 scopus 로고    scopus 로고
    • Two proposals for causal grammars
    • A. Gopnik & L. Schulz (Eds.) Oxford, England: Oxford University Press.
    • Griffiths, T. L., & Tenenbaum, J. B. (2007). Two proposals for causal grammars. In A. Gopnik & L. Schulz (Eds.), Causal learning: Psychology, philosophy, and computation (pp. 323-345). Oxford, England: Oxford University Press.
    • (2007) Causal learning: Psychology, philosophy, and computation , pp. 323-345
    • Griffiths, T.L.1    Tenenbaum, J.B.2
  • 30
    • 0006062916 scopus 로고
    • Order effects in belief updating: The belief-adjustment model
    • Hogarth, R. M., & Einhorn, H. J. (1992). Order effects in belief updating: The belief-adjustment model. Cognitive Psychology, 24, 1-55.
    • (1992) Cognitive Psychology , vol.24 , pp. 1-55
    • Hogarth, R.M.1    Einhorn, H.J.2
  • 31
    • 0001800548 scopus 로고
    • "Attention-like" processes in classical conditioning
    • M.R. Jones (Eds.). Coral Gables, FL: University of Miami Press.
    • Kamin, L. J. (1968). "Attention-like" processes in classical conditioning. In M.R. Jones (Eds.), Miami Symposium on the Prediction of Behavior, 1967: Aversive Stimulation (pp. 9-31). Coral Gables, FL: University of Miami Press.
    • (1968) Miami Symposium on the Prediction of Behavior, 1967: Aversive Stimulation , pp. 9-31
    • Kamin, L.J.1
  • 32
    • 0034576280 scopus 로고    scopus 로고
    • Blocking and backward blocking involve learned inattention
    • Kruschke, J. K., & Blair, N. J. (2000). Blocking and backward blocking involve learned inattention. Psychonomic Bulletin & Review, 7, 636-645.
    • (2000) Psychonomic Bulletin & Review , vol.7 , pp. 636-645
    • Kruschke, J.K.1    Blair, N.J.2
  • 33
    • 33846050106 scopus 로고    scopus 로고
    • Conditional probability versus spatial contiguity in causal learning: Preschoolers use new contingency evidence to overcome prior spatial assumptions
    • Kushnir, T., & Gopnik, A. (2007). Conditional probability versus spatial contiguity in causal learning: Preschoolers use new contingency evidence to overcome prior spatial assumptions. Developmental Psychology, 43, 186-196.
    • (2007) Developmental Psychology , vol.43 , pp. 186-196
    • Kushnir, T.1    Gopnik, A.2
  • 35
    • 0023319590 scopus 로고
    • Do six-month-old infants perceive causality?
    • Leslie, A. M., & Keeble, S. (1987). Do six-month-old infants perceive causality? Cognition, 25, 265-288.
    • (1987) Cognition , vol.25 , pp. 265-288
    • Leslie, A.M.1    Keeble, S.2
  • 36
    • 0037230965 scopus 로고    scopus 로고
    • Forward and backward blocking of causal judgment is enhanced by additivity of effect magnitude
    • Lovibond, P. F., Been, S., Mitchell, C. J., Bouton, M. E., & Frohardt, R. (2003). Forward and backward blocking of causal judgment is enhanced by additivity of effect magnitude. Memory & Cognition, 31, 133-142.
    • (2003) Memory & Cognition , vol.31 , pp. 133-142
    • Lovibond, P.F.1    Been, S.2    Mitchell, C.J.3    Bouton, M.E.4    Frohardt, R.5
  • 40
    • 0003834557 scopus 로고
    • San Francisco, CA: W. H. Freeman.
    • Marr, D. (1982). Vision. San Francisco, CA: W. H. Freeman.
    • (1982) Vision
    • Marr, D.1
  • 41
    • 72149118488 scopus 로고    scopus 로고
    • Cue competition effects and young children's causal and counterfactual inferences
    • McCormack, T., Butterfill, S., Hoerl, C., & Burns, P. (2009). Cue competition effects and young children's causal and counterfactual inferences. Developmental Psychology, 45, 1563-1575.
    • (2009) Developmental Psychology , vol.45 , pp. 1563-1575
    • McCormack, T.1    Butterfill, S.2    Hoerl, C.3    Burns, P.4
  • 42
    • 0030456642 scopus 로고    scopus 로고
    • Biological significance in forward and backward blocking: Resolution of a discrepancy between animal conditioning and human causal judgment
    • Miller, R. R., & Matute, H. (1996). Biological significance in forward and backward blocking: Resolution of a discrepancy between animal conditioning and human causal judgment. Journal of Experimental Psychology: General, 125, 370-386.
    • (1996) Journal of Experimental Psychology: General , vol.125 , pp. 370-386
    • Miller, R.R.1    Matute, H.2
  • 43
    • 27844444238 scopus 로고    scopus 로고
    • Inference-based retrospective revaluation in human causal judgments requires knowledge of within-compound relationships
    • Mitchell, C. J., Killedar, A., & Lovibond, P. F. (2005). Inference-based retrospective revaluation in human causal judgments requires knowledge of within-compound relationships. Journal of Experimental Psychology: Animal Behavior Processes, 31, 418-424.
    • (2005) Journal of Experimental Psychology: Animal Behavior Processes , vol.31 , pp. 418-424
    • Mitchell, C.J.1    Killedar, A.2    Lovibond, P.F.3
  • 44
    • 0037365452 scopus 로고    scopus 로고
    • The debate between current versions of covariation and mechanism approaches to causal inference
    • Newsome, G. L. (2003). The debate between current versions of covariation and mechanism approaches to causal inference. Philosophical Psychology, 16, 87-107.
    • (2003) Philosophical Psychology , vol.16 , pp. 87-107
    • Newsome, G.L.1
  • 45
    • 1942539330 scopus 로고    scopus 로고
    • Assessing interactive causal influence
    • Novick, L. R., & Cheng, P. W. (2004). Assessing interactive causal influence. Psychological Review, 111, 455-485.
    • (2004) Psychological Review , vol.111 , pp. 455-485
    • Novick, L.R.1    Cheng, P.W.2
  • 46
    • 0023233591 scopus 로고
    • A model for stimulus generalization in Pavlovian conditioning
    • Pearce, J. M. (1987). A model for stimulus generalization in Pavlovian conditioning. Psychology Review, 94, 61-73.
    • (1987) Psychology Review , vol.94 , pp. 61-73
    • Pearce, J.M.1
  • 48
    • 0004213845 scopus 로고    scopus 로고
    • New York: Oxford University Press.
    • Pearl, J. (2000). Causality. New York: Oxford University Press.
    • (2000) Causality
    • Pearl, J.1
  • 49
    • 0018513998 scopus 로고
    • Formal models of language learning
    • Pinker, S. (1979). Formal models of language learning. Cognition, 7, 217-282.
    • (1979) Cognition , vol.7 , pp. 217-282
    • Pinker, S.1
  • 50
    • 0002109138 scopus 로고
    • A theory of Pavlovian conditioning: Variations in the effectiveness of reinforcement and nonreinforcement
    • A. H. Black & W. F. Prokasy (Eds.). New York: Appleton-Century-Crofts.
    • Rescorla, R. A., & Wagner, A. R. (1972). A theory of Pavlovian conditioning: Variations in the effectiveness of reinforcement and nonreinforcement. In A. H. Black & W. F. Prokasy (Eds.), Classical conditioning II: Current theory and research (pp. 64-99). New York: Appleton-Century-Crofts.
    • (1972) Classical conditioning II: Current theory and research , pp. 64-99
    • Rescorla, R.A.1    Wagner, A.R.2
  • 52
    • 78249247078 scopus 로고    scopus 로고
    • Rational approximations to rational models: Alternative algorithms for category learning
    • Sanborn, A. N., Griffiths, T. L., & Navarro, D. J. (2010). Rational approximations to rational models: Alternative algorithms for category learning. Psychological Review, 117, 1144-1167.
    • (2010) Psychological Review , vol.117 , pp. 1144-1167
    • Sanborn, A.N.1    Griffiths, T.L.2    Navarro, D.J.3
  • 53
    • 34548816158 scopus 로고    scopus 로고
    • Can being scared make your tummy ache? Naive theories, ambiguous evidence and preschoolers' causal inferences
    • Schulz, L. E., Bonawitz, E. B., & Griffiths, T. L. (2007). Can being scared make your tummy ache? Naive theories, ambiguous evidence and preschoolers' causal inferences. Developmental Psychology, 43, 1124-1139.
    • (2007) Developmental Psychology , vol.43 , pp. 1124-1139
    • Schulz, L.E.1    Bonawitz, E.B.2    Griffiths, T.L.3
  • 55
    • 84946259125 scopus 로고
    • Forward and backward blocking in human contingency judgment
    • Shanks, D. R. (1985). Forward and backward blocking in human contingency judgment. Quarterly Journal of Experimental Psychology, 37B, 1-21.
    • (1985) Quarterly Journal of Experimental Psychology , vol.37 B , pp. 1-21
    • Shanks, D.R.1
  • 58
    • 63149166635 scopus 로고    scopus 로고
    • Domain generality and specificity in children's causal inferences about ambiguous data
    • Sobel, D. M., & Munro, S. A. (2009). Domain generality and specificity in children's causal inferences about ambiguous data. Developmental Psychology, 45, 511-524.
    • (2009) Developmental Psychology , vol.45 , pp. 511-524
    • Sobel, D.M.1    Munro, S.A.2
  • 59
    • 2442704284 scopus 로고    scopus 로고
    • Children's causal inferences from indirect evidence: Backwards blocking and Bayesian reasoning in preschoolers
    • Sobel, D. M., Tenenbaum, J. B., & Gopnik, A. (2004). Children's causal inferences from indirect evidence: Backwards blocking and Bayesian reasoning in preschoolers. Cognitive Science, 28, 303-333.
    • (2004) Cognitive Science , vol.28 , pp. 303-333
    • Sobel, D.M.1    Tenenbaum, J.B.2    Gopnik, A.3
  • 61
    • 84898969519 scopus 로고    scopus 로고
    • Structure learning in human causal induction
    • T. Leen, T. Dietterich, & V. Tresp (Eds.) Cambridge, MA: MIT Press.
    • Tenenbaum, J. B., & Griffiths, T. L. (2001). Structure learning in human causal induction. In T. Leen, T. Dietterich, & V. Tresp (Eds.), Advances in neural information processing systems 13 (pp. 59-65). Cambridge, MA: MIT Press.
    • (2001) Advances in neural information processing systems 13 , pp. 59-65
    • Tenenbaum, J.B.1    Griffiths, T.L.2
  • 62
    • 33746260413 scopus 로고    scopus 로고
    • Theory-based Bayesian models of inductive learning and reasoning
    • Tenenbaum, J. B., Griffiths, T. L., & Kemp, C. (2006). Theory-based Bayesian models of inductive learning and reasoning. Trends in Cognitive Science, 10, 309-318.
    • (2006) Trends in Cognitive Science , vol.10 , pp. 309-318
    • Tenenbaum, J.B.1    Griffiths, T.L.2    Kemp, C.3
  • 63
    • 34247338661 scopus 로고    scopus 로고
    • Intuitive theories as grammars for causal inference
    • A. Gopnik, & L. Schulz (Eds.), Oxford, England: Oxford University Press.
    • Tenenbaum, J. B., Griffiths, T. L., Niyogi, S. (2007). Intuitive theories as grammars for causal inference. In A. Gopnik, & L. Schulz (Eds.), Causal learning: Psychology, philosophy, and computation. Oxford, England: Oxford University Press.
    • (2007) Causal learning: Psychology, philosophy, and computation
    • Tenenbaum, J.B.1    Griffiths, T.L.2    Niyogi, S.3
  • 64
    • 0000464410 scopus 로고
    • Cue competition in causality judgments: The role of nonpresentation of compound stimulus elements
    • Van Hamme, L. J., & Wasserman, E. A. (1994). Cue competition in causality judgments: The role of nonpresentation of compound stimulus elements. Learning and Motivation, 25, 127-151.
    • (1994) Learning and Motivation , vol.25 , pp. 127-151
    • Van Hamme, L.J.1    Wasserman, E.A.2
  • 65
    • 76549164941 scopus 로고
    • The display of information and the judgment of contingency
    • Ward, W. C., & Jenkins, H. M. (1965). The display of information and the judgment of contingency. Canadian Journal of Psychology, 19, 231-241.
    • (1965) Canadian Journal of Psychology , vol.19 , pp. 231-241
    • Ward, W.C.1    Jenkins, H.M.2
  • 69
    • 34247380281 scopus 로고    scopus 로고
    • Sensitivity to sampling Bayesian word learning
    • Xu, F., & Tenenbaum, J. B. (2007a). Sensitivity to sampling Bayesian word learning. Developmental Science, 10, 288-297.
    • (2007) Developmental Science , vol.10 , pp. 288-297
    • Xu, F.1    Tenenbaum, J.B.2
  • 70
    • 34248578061 scopus 로고    scopus 로고
    • Word learning as Bayesian inference
    • Xu, F., & Tenenbaum, J. B. (2007b). Word learning as Bayesian inference. Psychological Review, 114, 245-272.
    • (2007) Psychological Review , vol.114 , pp. 245-272
    • Xu, F.1    Tenenbaum, J.B.2
  • 71
    • 33746220445 scopus 로고    scopus 로고
    • Vision as Bayesian inference: Analysis by synthesis?
    • Yuille, A., & Kersten, D. (2006). Vision as Bayesian inference: Analysis by synthesis? Trends in Cognitive Science, 10, 301-308.
    • (2006) Trends in Cognitive Science , vol.10 , pp. 301-308
    • Yuille, A.1    Kersten, D.2


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