Causal structure learning over time: Observations and interventions

Benjamin M. Rottman, Frank C. Keil
2012 Cognitive Psychology  
B.M. Rottman). Cognitive Psychology 64 (2012) 93-125 Contents lists available at SciVerse ScienceDirect Cognitive Psychology jou rn al homepage: www.elsevier.com/locate/cogpsych Common cause Chain 1 Chain 2 Parameters for the three Markov equivalent structures P(a = 1) = .1 P(d = 1) = .3 P(i = 1) = .3 P(d = 1|a = 1) = .75 P(a = 1|d = 1) = .25 P(a = 1|i = 1) = .25 P(d = 1|a = 0) = .25 P(a = 1|d = 0) = .036 P(a = 1|i = 0) = .036 P(i = 1|a = 1) = .75 P(i = 1|a = 1) = .75 P(d = 1|a = 1) = .75 P(i =
more » ... 1|a = 0) = .25 P(i = 1|a = 0) = .25 P(d = 1|a = 0) = .25 Joint probability tables à Correlation is significantly greater than 0, p < .05.
doi:10.1016/j.cogpsych.2011.10.003 pmid:22155679 pmcid:PMC3309528 fatcat:nrwoyyylkbbrlgmiuqstkqzkwa