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  1. 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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  • A philosophical guide to conditionals.Jonathan Bennett - 2003 - New York: Oxford University Press.
    Conditional sentences are among the most intriguing and puzzling features of language, and analysis of their meaning and function has important implications for, and uses in, many areas of philosophy. Jonathan Bennett, one of the world's leading experts, distils many years' work and teaching into this Philosophical Guide to Conditionals, the fullest and most authoritative treatment of the subject. An ideal introduction for undergraduates with a philosophical grounding, it also offers a rich source of illumination and stimulation for graduate students (...)
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  • Interventionist counterfactuals.Rachael Briggs - 2012 - Philosophical Studies 160 (1):139-166.
    A number of recent authors (Galles and Pearl, Found Sci 3 (1):151–182, 1998; Hiddleston, Noûs 39 (4):232–257, 2005; Halpern, J Artif Intell Res 12:317–337, 2000) advocate a causal modeling semantics for counterfactuals. But the precise logical significance of the causal modeling semantics remains murky. Particularly important, yet particularly under-explored, is its relationship to the similarity-based semantics for counterfactuals developed by Lewis (Counterfactuals. Harvard University Press, 1973b). The causal modeling semantics is both an account of the truth conditions of counterfactuals, and (...)
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  • Counterfactuals And Possible Worlds.Jonathan Bennett - 1974 - Canadian Journal of Philosophy 4 (December):381-402.
    This article is a selective review of David Lewis's Counterfactuals, a challenging, provocative, absorbingly interesting attempt to analyze statements of the form “If it were the case that P, then it would be the case that Q.” I shall follow Lewis in calling these “counterfactuals,” and shall nearly follow him in abbreviating them to the form P→Q.Chapter 1, which is nearly a third of the whole, gives the analysis and proves that it endows counterfactuals with some properties which they evidently (...)
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  • Two Recent Theories of Conditionals.Allan Gibbard - 1981 - In William Leonard Harper, Robert Stalnaker & Glenn Pearce (eds.), Ifs. Dordrecht: D. Reidel. pp. 211-247.
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  • Making Counterfactual Assumptions.Frank Veltman - 2005 - Journal of Semantics 22 (2):159-180.
    This paper provides an update semantics for counterfactual conditionals. It does so by giving a dynamic twist to the ‘Premise Semantics’ for counterfactuals developed in Veltman (1976) and Kratzer (1981). It also offers an alternative solution to the problems with naive Premise Semantics discussed by Angelika Kratzer in ‘Lumps of Thought’ (Kratzer, 1989). Such an alternative is called for given the triviality results presented in Kanazawa et al. (2005, this issue).
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  • Embedding If and Only If.Adam Sennet & Jonathan Weisberg - 2012 - Journal of Philosophical Logic 41 (2):449-460.
    Some left-nested indicative conditionals are hard to interpret while others seem fine. Some proponents of the view that indicative conditionals have No Truth Values (NTV) use their view to explain why some left-nestings are hard to interpret: the embedded conditional does not express the truth conditions needed by the embedding conditional. Left-nestings that seem fine are then explained away as cases of ad hoc, pragmatic interpretation. We challenge this explanation. The standard reasons for NTV about indicative conditionals (triviality results, Gibbardian (...)
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  • “If you’d wiggled A, then B would’ve changed”: Causality and counterfactual conditionals.Katrin Schulz - 2011 - Synthese 179 (2):239-251.
    This paper deals with the truth conditions of conditional sentences. It focuses on a particular class of problematic examples for semantic theories for these sentences. I will argue that the examples show the need to refer to dynamic, in particular causal laws in an approach to their truth conditions. More particularly, I will claim that we need a causal notion of consequence. The proposal subsequently made uses a representation of causal dependencies as proposed in Pearl to formalize a causal notion (...)
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  • “If you’d wiggled A, then B would’ve changed”: Causality and counterfactual conditionals.Katrin Schulz - 2011 - Synthese 179 (2):239-251.
    This paper deals with the truth conditions of conditional sentences. It focuses on a particular class of problematic examples for semantic theories for these sentences. I will argue that the examples show the need to refer to dynamic, in particular causal laws in an approach to their truth conditions. More particularly, I will claim that we need a causal notion of consequence. The proposal subsequently made uses a representation of causal dependencies as proposed in Pearl (2000) to formalize a causal (...)
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  • The Ramsey test revisited.Sten Lindström & Wlodek Rabinowicz - 1995 - In G. Crocco, L. Fariñas del Cerro & A. Herzig (eds.), Conditionals: From Philosophy to Computer Science. Oxford University Press. pp. 131-182.
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  • The Ramsey test revisited.Sten Lindström & Wlodzimierz Rabinowicz - 1992 - Theoria 58 (2-3):131-182.
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  • Counterfactual Dependence and Time’s Arrow.David Lewis - 1979 - Noûs 13 (4):455-476.
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  • Counterfactuals: Ambiguities, true premises, and knowledge.Igal Kvart - 1994 - Synthese 100 (1):133 - 164.
    In this paper I explore the ambiguity that arises between two readings of the counterfactual construction, then–d and thel–p, analyzed in my bookA Theory of Counterfactuals. I then extend the analysis I offered there to counterfactuals with true antecedents, and offer a more precise formulation of the conception of temporal divergence points used in thel–p interpretation. Finally, I discuss some ramifications of these issues for counterfactual analyses of knowledge.
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  • Backtracking Counterfactuals Revisited.Justin Khoo - 2017 - Mind 126 (503):841-910.
    I discuss three observations about backtracking counterfactuals not predicted by existing theories, and then motivate a theory of counterfactuals that does predict them. On my theory, counterfactuals quantify over a suitably restricted set of historical possibilities from some contextually relevant past time. I motivate each feature of the theory relevant to predicting our three observations about backtracking counterfactuals. The paper concludes with replies to three potential objections.
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  • A causal theory of counterfactuals.Eric Hiddleston - 2005 - Noûs 39 (4):632–657.
    I develop an account of counterfactual conditionals using “causal models”, and argue that this account is preferable to the currently standard account in terms of “similarity of possible worlds” due to David Lewis and Robert Stalnaker. I diagnose the attraction of counterfactual theories of causation, and argue that it is illusory.
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  • An axiomatic characterization of causal counterfactuals.David Galles & Judea Pearl - 1998 - Foundations of Science 3 (1):151-182.
    This paper studies the causal interpretation of counterfactual sentences using a modifiable structural equation model. It is shown that two properties of counterfactuals, namely, composition and effectiveness, are sound and complete relative to this interpretation, when recursive (i.e., feedback-less) models are considered. Composition and effectiveness also hold in Lewis's closest-world semantics, which implies that for recursive models the causal interpretation imposes no restrictions beyond those embodied in Lewis's framework. A third property, called reversibility, holds in nonrecursive causal models but not (...)
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  • Counterlegal dependence and causation’s arrows: causal models for backtrackers and counterlegals.Tyrus Fisher - 2017 - Synthese 194 (12):4983-5003.
    A counterlegal is a counterfactual conditional containing an antecedent that is inconsistent with some set of laws. A backtracker is a counterfactual that tells us how things would be at a time earlier than that of its antecedent, were the antecedent to obtain. Typically, theories that evaluate counterlegals appropriately don’t evaluate backtrackers properly, and vice versa. Two cases in point: Lewis’ ordering semantics handles counterlegals well but not backtrackers. Hiddleston’s :632–657, 2005) causal-model semantics nicely handles backtrackers but not counterlegals. Taking (...)
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  • On conditionals.Dorothy Edgington - 1995 - Mind 104 (414):235-329.
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  • Interventions and causal inference.Frederick Eberhardt & Richard Scheines - 2007 - Philosophy of Science 74 (5):981-995.
    The literature on causal discovery has focused on interventions that involve randomly assigning values to a single variable. But such a randomized intervention is not the only possibility, nor is it always optimal. In some cases it is impossible or it would be unethical to perform such an intervention. We provide an account of ‘hard' and ‘soft' interventions and discuss what they can contribute to causal discovery. We also describe how the choice of the optimal intervention(s) depends heavily on the (...)
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  • Philosophical Guide to Conditionals.Jonathan Bennett - 2003 - Oxford, GB: Oxford University Press UK.
    Conditional sentences are among the most intriguing and puzzling features of language, and analysis of their meaning and function has important implications for, and uses in, many areas of philosophy. Jonathan Bennett, one of the world's leading experts, distils many years' work and teaching into this book, making it the fullest and most authoritative treatment of the subject.
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  • Causation as influence.David Lewis - 2000 - Journal of Philosophy 97 (4):182-197.
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  • A Theory of Conditionals.Robert Stalnaker - 1968 - In Nicholas Rescher (ed.), Studies in Logical Theory (American Philosophical Quarterly Monographs 2). Oxford: Blackwell. pp. 98-112.
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  • A counterexample to modus ponens.Vann McGee - 1985 - Journal of Philosophy 82 (9):462-471.
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  • Causality: Models, Reasoning and Inference.Judea Pearl - 2000 - Tijdschrift Voor Filosofie 64 (1):201-202.
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  • A Philosophical Guide to Conditionals.Jonathan Bennett - 2003 - Tijdschrift Voor Filosofie 66 (2):379-380.
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  • Counterfactuals.David Lewis - 1973 - Tijdschrift Voor Filosofie 36 (3):602-605.
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  • On Indicative And Subjunctive Conditionals.Justin Khoo - 2015 - Philosophers' Imprint 15.
    At the center of the literature on conditionals lies the division between indicative and subjunctive conditionals, and Ernest Adams’ famous minimal pair: If Oswald didn’t shoot Kennedy, someone else did. If Oswald hadn’t shot Kennedy, someone else would have. While a lot of attention is paid to figuring out what these different kinds of conditionals mean, significantly less attention has been paid to the question of why their grammatical differences give rise to their semantic differences. In this paper, I articulate (...)
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  • Causation.D. Lewis - 1973 - In Philosophical Papers Ii. Oxford University Press. pp. 159-213.
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  • Logic and Conversation.H. P. Grice - 1975 - In Donald Davidson & Gilbert Harman (eds.), The Logic of Grammar. Encino, CA: pp. 64-75.
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  • Counterfactuals.David Lewis - 1973 - Foundations of Language 13 (1):145-151.
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  • Counterfactuals.David Lewis - 1973 - Philosophy of Science 42 (3):341-344.
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  • Causal Models and the Ambiguity of Counterfactuals.Kok Yong Lee - 2015 - In Wiebe van der Hoek, Wesley H. Holliday & Wen-Fang Wang (eds.), Logic, Rationality, and Interaction 5th International Workshop, LORI 2015, Taipei, Taiwan, October 28-30, 2015. Proceedings. Springer. pp. 201-229.
    Counterfactuals are inherently ambiguous in the sense that the same counterfactual may be true under one mode of counterfactualization but false under the other. Many have regarded the ambiguity of counterfactuals as consisting in the distinction between forward-tracking and backtracking counterfactuals. This is incorrect since the ambiguity persists even in cases not involving backtracking counterfactualization. In this paper, I argue that causal modeling semantics has the resources enough for accounting for the ambiguity of counterfactuals. Specifically, we need to distinguish two (...)
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  • A Philosophical Guide to Conditionals.Jonathan Bennett - 2005 - Philosophical Quarterly 55 (220):524-526.
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