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Structural equations and causation

Philosophical Studies 132 (1):109 - 136 (2007)

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  1. Update.[author unknown] - 1982 - Journal of Law, Medicine and Ethics 10 (2):80-80.
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  • Update.[author unknown] - 1981 - Journal of Law, Medicine and Ethics 9 (6):29-29.
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  • Update.[author unknown] - 2000 - New Vico Studies 18:149-154.
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  • The Intrinsic Character of Causation.Ned Hall - 2004 - In Dean W. Zimmerman (ed.), Oxford Studies in Metaphysics Volume 1. Oxford University Press.
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  • Oxford Studies in Metaphysics Volume 1.Dean W. Zimmerman (ed.) - 2004 - Oxford University Press.
    Oxford Studies in Metaphysics is the forum for the best new work in this flourishing field. Much of the most interesting work in philosophy today is metaphysical in character: this new series will be a much-needed focus for it. OSM will offer a broad view of the subject, featuring not only the traditionally central topics such as existence, identity, modality, time, and causation, but also the rich clusters of metaphysical questions in neighbouring fields, such as philosophy of mind and philosophy (...)
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  • Causes and Explanations: A Structural-Model Approach. Part I: Causes.Judea Pearl - 2005 - British Journal for the Philosophy of Science 56 (4):843-887.
    We propose a new definition of actual causes, using structural equations to model counterfactuals. We show that the definition yields a plausible and elegant account of causation that handles well examples which have caused problems for other definitions and resolves major difficulties in the traditional account. 1. Introduction2. Causal models: a review2.1Causal models2.2Syntax and semantics3. The definition of cause4. Examples5. A more refined definition6. DiscussionAAppendix: Some Technical IssuesA.1The active causal processA.2A closer look at AC2(b)A.3Causality with infinitely many variablesA.4Causality in nonrecursive (...)
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  • The Intransitivity of Causation Revealed in Equations and Graphs.Christopher Hitchcock - 2001 - Journal of Philosophy 98 (6):273.
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  • Cause and essence.Stephen Yablo - 1992 - Synthese 93 (3):403 - 449.
    Essence and causation are fundamental in metaphysics, but little is said about their relations. Some essential properties are of course causal, as it is essential to footprints to have been caused by feet. But I am interested less in causation's role in essence than the reverse: the bearing a thing's essence has on its causal powers. That essencemight make a causal contribution is hinted already by the counterfactual element in causation; and the hint is confirmed by the explanation essence offers (...)
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  • A counterfactual analysis of causation.Murali Ramachandran - 1997 - Mind 106 (422):263-277.
    On David Lewis's original analysis of causation, c causes e only if c is linked to e by a chain of distinct events such that each event in the chain (counter-factually) depends on the former one. But this requirement precludes the possibility of late pre-emptive causation, of causation by fragile events, and of indeterministic causation. Lewis proposes three different strategies for accommodating these three kinds of cases, but none of these turn out to be satisfactory. I offer a single analysis (...)
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  • Redundant causation.Michael McDermott - 1995 - British Journal for the Philosophy of Science 46 (4):523-544.
    I propose an amendment of Lewis's counterfactual analysis of causation, designed to overcome some difficulties concerning redundant causation.
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  • Philosophical papers.David Kellogg Lewis - 1983 - New York: Oxford University Press.
    This is the second volume of philosophical essays by one of the most innovative and influential philosophers now writing in English. Containing thirteen papers in all, the book includes both new essays and previously published papers, some of them with extensive new postscripts reflecting Lewis's current thinking. The papers in Volume II focus on causation and several other closely related topics, including counterfactual and indicative conditionals, the direction of time, subjective and objective probability, causation, explanation, perception, free will, and rational (...)
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  • Philosophical Papers, Volume II.David Lewis - 1986 - New York, US: Oxford University Press.
    A collection of 13 papers by David Lewis, written on a variety of topics including causation, counterfactuals and indicative conditionals, the direction of time, subjective and objective probability, explanation, perception, free will, and rational decision. The conclusions reached include the claim that time travel is possible, that counterfactual dependence is asymmetrical, that events are properties of spatiotemporal regions, that the Prisoners’ Dilemma is a Newcomb problem, and that causation can be analyzed in terms of counterfactual dependence between events. These papers (...)
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  • Counterfactual Dependence and Time’s Arrow.David Lewis - 1979 - Noûs 13 (4):455-476.
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  • Causation.David Lewis - 1973 - Journal of Philosophy 70 (17):556-567.
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  • Counterfactuals.David K. Lewis - 1973 - Malden, Mass.: Blackwell.
    Counterfactuals is David Lewis' forceful presentation of and sustained argument for a particular view about propositions which express contrary to fact conditionals, including his famous defense of realism about possible worlds and his theory of laws of nature.
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  • Causes and events: Mackie on causation.Jaegwon Kim - 1971 - Journal of Philosophy 68 (14):426-441.
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  • Of Humean bondage.Christopher Hitchcock - 2003 - British Journal for the Philosophy of Science 54 (1):1-25.
    There are many ways of attaching two objects together: for example, they can be connected, linked, tied or bound together; and the connection, link, tie or bind can be made of chain, rope, or cement. Every one of these binding methods has been used as a metaphor for causation. What is the real significance of these metaphors? They express a commitment to a certain way of thinking about causation, summarized in the following thesis: ‘In any concrete situation, there is an (...)
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  • Structural equations and causation.Ned Hall - 2007 - Philosophical Studies 132 (1):109 - 136.
    Structural equations have become increasingly popular in recent years as tools for understanding causation. But standard structural equations approaches to causation face deep problems. The most philosophically interesting of these consists in their failure to incorporate a distinction between default states of an object or system, and deviations therefrom. Exploring this problem, and how to fix it, helps to illuminate the central role this distinction plays in our causal thinking.
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  • Rescued from the rubbish Bin: Lewis on causation.Ned Hall - 2004 - Philosophy of Science 71 (5):1107-1114.
    Lewis's work on causation was governed by a familiar methodological approach: the aim was to come up with an account of causation that would recover, in as elegant a fashion as possible, all of our firm “pre‐theoretic” intuitions about hypothetical cases. That methodology faces an obvious challenge, in that it is not clear why anyone not interested in the semantics of the English word “cause” should care about its results. Better to take a different approach, one which treats our intuitions (...)
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  • Causation and the Price of Transitivity.Ned Hall - 2000 - Journal of Philosophy 97 (4):198.
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  • Causes and explanations: A structural-model approach. Part I: Causes.Joseph Y. Halpern & Judea Pearl - 2005 - British Journal for the Philosophy of Science 56 (4):843-887.
    We propose a new definition of actual causes, using structural equations to model counterfactuals. We show that the definition yields a plausible and elegant account of causation that handles well examples which have caused problems for other definitions and resolves major difficulties in the traditional account.
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  • Causes and Explanations: A Structural-Model Approach. Part II: Explanations.Joseph Y. Halpern & Judea Pearl - 2005 - British Journal for the Philosophy of Science 56 (4):889-911.
    We propose new definitions of (causal) explanation, using structural equations to model counterfactuals. The definition is based on the notion of actual cause, as defined and motivated in a companion article. Essentially, an explanation is a fact that is not known for certain but, if found to be true, would constitute an actual cause of the fact to be explained, regardless of the agent's initial uncertainty. We show that the definition handles well a number of problematic examples from the literature.
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  • Statistical Mechanics and the Asymmetry of Counterfactual Dependence.Adam Elga - 2000 - Philosophy of Science 68 (3):313-324.
    In "Counterfactual Dependence and Time's Arrow", David Lewis defends an analysis of counterfactuals intended to yield the asymmetry of counterfactual dependence: that later affairs depend counterfactually on earlier ones, and not the other way around. I argue that careful attention to the dynamical properties of thermodynamically irreversible processes shows that in many ordinary cases, Lewis's analysis fails to yield this asymmetry. Furthermore, the analysis fails in an instructive way: it teaches us something about the connection between the asymmetry of overdetermination (...)
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  • Time travel and modern physics.Frank Arntzenius - 2008 - Stanford Encyclopedia of Philosophy.
    Time travel has been a staple of science fiction. With the advent of general relativity it has been entertained by serious physicists. But, especially in the philosophy literature, there have been arguments that time travel is inherently paradoxical. The most famous paradox is the grandfather paradox: you travel back in time and kill your grandfather, thereby preventing your own existence. To avoid inconsistency some circumstance will have to occur which makes you fail in this attempt to kill your grandfather. Doesn't (...)
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  • Time Travel and Modern Physics.Frank Arntzenius & Tim Maudlin - 2002 - Royal Institute of Philosophy Supplement 50:169-200.
    Time travel has been a staple of science fiction. With the advent of general relativity it has been entertained by serious physicists. But, especially in the philosophy literature, there have been arguments that time travel is inherently paradoxical. The most famous paradox is the grandfather paradox: you travel back in time and kill your grandfather, thereby preventing your own existence. To avoid inconsistency some circumstance will have to occur which makes you fail in this attempt to kill your grandfather. Doesn't (...)
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  • Causality: Models, Reasoning and Inference.Judea Pearl - 2000 - New York: Cambridge University Press.
    Causality offers the first comprehensive coverage of causal analysis in many sciences, including recent advances using graphical methods. Pearl presents a unified account of the probabilistic, manipulative, counterfactual and structural approaches to causation, and devises simple mathematical tools for analyzing the relationships between causal connections, statistical associations, actions and observations. The book will open the way for including causal analysis in the standard curriculum of statistics, artificial intelligence, business, epidemiology, social science and economics.
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  • Causation and preemption.Ned Hall & Laurie Ann Paul - 2003 - In Peter Clark & Katherine Hawley (eds.), Philosophy of science today. Oxford University Press UK.
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  • Philosophy of science today.Peter Clark & Katherine Hawley (eds.) - 2003 - New York: Oxford University Press.
    Philosophy of Science Today offers a state-of-the-art guide to this fast-developing area. An eminent international team of authors covers a wide range of topics at the intersection of philosophy and the sciences, including causation, realism, methodology, epistemology, and the philosophical foundations of physics, biology, and psychology.
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  • Oxford Studies in Metaphysics.Dean W. Zimmerman (ed.) - 2008 - Oxford University Press.
    ... dedicated to the timely publication of new work in metaphysics, broadly construed.
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  • Causation as influence.David Lewis - 2000 - Journal of Philosophy 97 (4):182-197.
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  • Philosophical Papers Vol. II.David K. Lewis (ed.) - 1986 - Oxford University Press.
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  • Causation and Counterfactuals.John Collins, Ned Hall & Laurie Paul (eds.) - 2004 - MIT Press.
    Thirty years after Lewis's paper, this book brings together some of the most important recent work connecting—or, in some cases, disputing the connection ...
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  • The intransitivity of causation revealed in equations and graphs.Christopher Hitchcock - 2001 - Journal of Philosophy 98 (6):273-299.
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  • Causality: Models, Reasoning and Inference.Judea Pearl - 2000 - Tijdschrift Voor Filosofie 64 (1):201-202.
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  • Counterfactuals.David Lewis - 1973 - Tijdschrift Voor Filosofie 36 (3):602-605.
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  • Causation.D. Lewis - 1973 - In Philosophical Papers Ii. Oxford University Press. pp. 159-213.
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  • Causation, Counterfactuals, and the Third Factor.T. Maudlin - 2004 - In J. Collins, E. J. Hall & L. A. Paul (eds.), Causation and Counterfactuals. MIT Press.
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  • Postscripts to `causation'.David Lewis - 1986 - In Philosophical Papers Vol. Ii. Oxford University Press.
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  • Causes and explanations: A structural-model approach.Judea Pearl - manuscript
    We propose a new definition of actual causes, using structural equations to model counterfactuals. We show that the definition yields a plausible and elegant account of causation that handles well examples which have caused problems for other definitions and resolves major difficultiesn in the traditional account.
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  • An interventionist approach to causation in psychology.John Campbell - 2006 - In Alison Gopnik & Larry J. Schulz (eds.), Causal Learning: Psychology, Philosophy and Computation. Oxford University Press. pp. 58--66.
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  • The Intrinsic Character of Causation.Ned Hall - 2004 - Oxford Studies in Metaphysics 1:255-300.
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  • Advertisement for a sketch of an outline of a proto-theory of causation.Stephen Yablo - 2004 - In Ned Hall, L. A. Paul & John Collins (eds.), Causation and Counterfactuals. Cambridge: MIT Press. pp. 119-137.
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  • Events.David Lewis - 1986 - In Philosophical Papers Vol. II. Oxford University Press. pp. 241-269.
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  • Two concepts of causation.Ned Hall - 2004 - In John Collins, Ned Hall & Laurie Paul (eds.), Causation and Counterfactuals. MIT Press. pp. 225-276.
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