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2005, ISBN 9780195183115, 225
.... This book presents the question, in cognitive terms: how do people construct and reason with the causal models we use to represent our world... 
Psychology | Mathematical models | Causation | Philosophy | philosophy of mind | Think | Decision making | Reasoning | Intuition | Causality | Categorization | Causal bayesian networks | Causal models | Judgment | Thought
eBook
Journal Article
Psychophysiology, ISSN 0048-5772, 01/2013, Volume 50, Issue 1, pp. 15 - 22
Journal Article
Journal Article
Journal of machine learning research, ISSN 1532-4435, 2014, Volume 15, pp. 2009 - 2053
.... We show that if the observational distribution follows a structural equation model with an additive noise structure, the directed acyclic graph becomes identifiable from the distribution under mild conditions... 
Additive noise | Causal inference | Identifiability | Bayesian networks | Structural equation models | Causal minimality | ALGORITHM | structural equation models | INFERENCE | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | GRAPHS | INDEPENDENCE | identifiability | additive noise | causal minimality | BAYESIAN NETWORK STRUCTURE | VARIABLES | causal inference | AUTOMATION & CONTROL SYSTEMS
Journal Article
BRITISH JOURNAL FOR THE PHILOSOPHY OF SCIENCE, ISSN 0007-0882, 12/2018, Volume 69, Issue 4, pp. 1069 - 1099
Toy models are highly idealized and extremely simple models. Although they are omni-present across scientific disciplines, toymodels are a surprisinglyunder-appreciated subject in the philosophy of science... 
EXPLANATION | HISTORY & PHILOSOPHY OF SCIENCE | CAUSAL
Journal Article