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  1. Jan Baedke (2012). Causal Explanation Beyond the Gene: Manipulation and Causality in Epigenetics. Theoria. An International Journal for Theory, History and Foundations of Science 27 (2):153-174.
    This paper deals with the interrelationship between causal explanation and methodology in a relatively young discipline in biology: epigenetics. Based on cases from molecular and ecological epigenetics, I show that James Woodward’s interventionist account of causation captures essential features about how epigeneticists using highly diverse methods, i.e. laboratory experiments and purely observational studies, think about causal explanation. I argue that interventionism thus qualifies as a useful unifying explanatory approach when it comes to cross-methodological (...)
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  2. Joseph A. Baltimore (2010). Defending the Piggyback Principle Against Shapiro and Sober's Empirical Approach. Synthese 175 (2):151-168.
    Jaegwon Kim’s supervenience/exclusion argument attempts to show that non-reductive physicalism is incompatible with mental causation. This influential argument can be seen as relying on the following principle, which I call “the piggyback principle”: If, with respect to an effect, E, an instance of a supervenient property, A, has no causal powers over and above, or in addition to, those had by its supervenience base, B, then the instance of A does not cause E (unless A is identical with B). In (...)
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  3. Michael Baumgartner (2010). Interventionism and Epiphenomenalism. Canadian Journal of Philosophy 40 (3):359-383.
    In a recent paper, Shapiro and Sober (2007) defend two claims with respect to the master argument for epiphenomenalism, which is designed to rebut non-reductive physicalism: (i) relative to an interventionist account of causation, as most elaborately presented in (Woodward 2003), the master argument turns out to be invalid; and (ii) interventionism provides a means to experimentally uncover micro effects of macro causes. The first part of this paper takes issue with both of these claims by showing that Woodward’s interventionism (...)
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  4. Michael Baumgartner (2009). Interdefining Causation and Intervention. Dialectica 63 (2):175-194.
    Non-reductive interventionist theories of causation and methodologies of causal reasoning embedded in that theoretical framework have become increasingly popular in recent years. This paper argues that one variant of an interventionist account of causation, viz. the one presented, for example, in Woodward (2003 ), is unsuited as a theoretical fundament of interventionist methodologies of causal reasoning, because it renders corresponding methodologies incapable of uncovering a causal structure in a finite number of steps. This finding runs counter to Woodward's own assessment (...)
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  5. Michael Baumgartner (2009). Interventionist Causal Exclusion and Non-Reductive Physicalism. International Studies in the Philosophy of Science 23 (2):161-178.
    The first part of this paper presents an argument showing that the currently most highly acclaimed interventionist theory of causation, i.e. the one advanced by Woodward, excludes supervening macro properties from having a causal influence on effects of their micro supervenience bases. Moreover, this interventionist exclusion argument is demonstrated to rest on weaker premises than classical exclusion arguments. The second part then discusses a weakening of interventionism that Woodward suggests. This weakened version of interventionism turns out either to be inapplicable (...)
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  6. Michael Baumgartner & Luke Glynn (2013). Introduction to Special Issue on 'Actual Causation'. Erkenntnis 78 (1):1-8.
    An actual cause of some token effect is itself a token event that helped to bring about that effect. The notion of an actual cause is different from that of a potential cause – for example a pre-empted backup – which had the capacity to bring about the effect, but which wasn't in fact operative on the occasion in question. Sometimes actual causes are also distinguished from mere background conditions: as when we judge that the struck match was a cause (...)
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  7. Helen Beebee, Peter Menzies & Christopher Hitchcock (eds.) (2009). The Oxford Handbook of Causation. Oxford University Press.
    Causation is a central topic in many areas of philosophy, including metaphysics, epistemology, philosophy of mind, ethics, history of philosophy, and philosophy ...
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  8. Gunnar Björnsson (2007). How Effects Depend on Their Causes, Why Causal Transitivity Fails, and Why We Care About Causation. Philosophical Studies 133 (3):349 - 390.
    Despite recent efforts to improve on counterfactual theories of causation, failures to explain how effects depend on their causes are still manifest in a variety of cases. In particular, theories that do a decent job explaining cases of causal preemption have problems accounting for cases of causal intransitivity. Moreover, the increasing complexity of the counterfactual accounts makes it difficult to see why the concept of causation would be such a central part of our cognition. In this paper, I propose (...)
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  9. Ingo Brigandt (2016). Why the Difference Between Explanation and Argument Matters to Science Education. Science and Education 25:251-275.
    Contributing to the recent debate on whether or not explanations ought to be differentiated from arguments, this article argues that the distinction matters to science education. I articulate the distinction in terms of explanations and arguments having to meet different standards of adequacy. Standards of explanatory adequacy are important because they correspond to what counts as a good explanation in a science classroom, whereas a focus on evidence-based argumentation can obscure such standards of what makes an explanation explanatory. I provide (...)
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  10. John Campbell, An Interventionist Approach to Causation in Psychology by John Campbell.
    My project in this paper is to extend the interventionist analysis of causation to give an account of causation in psychology. Many aspects of empirical investigation into psychological causation fit straightforwardly into the interventionist framework. I address three problems. First, the problem of explaining what it is for a causal relation to be properly psychological rather than merely biological. Second, the problem of rational causation: how it is that reasons can be causes. Finally, I look at the implications of an (...)
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  11. Oisín Deery (2013). Absences and Late Preemption. Theoria 79 (1):309-325.
    I focus on token, deterministic causal claims as they feature in causal explanations. Adequately handling absences is difficult for most causal theories, including theories of causal explanation. Yet so is adequately handling cases of late preemption. The best account of absence-causal claims as they appear in causal explanations is Jonathan Schaffer's quaternary, contrastive account. Yet Schaffer's account cannot handle preemption. The account that best handles late preemption is James Woodward's interventionist account. Yet Woodward's account is inadequate when it comes to (...)
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  12. L. R. Franklin-Hall (2014). High-Level Explanation and the Interventionist's 'Variables Problem'. British Journal for the Philosophy of Science:axu040.
    The interventionist account of causal explanation, in the version presented by Jim Woodward, has been recently claimed capable of buttressing the widely felt—though poorly understood—hunch that high-level, relatively abstract explanations, of the sort provided by sciences like biology, psychology and economics, are in some cases explanatorily optimal. It is the aim of this paper to show that this is mistaken. Due to a lack of effective constraints on the causal variables at the heart of the interventionist causal-explanatory scheme, as (...)
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  13. Alexander Gebharter & Gerhard Schurz (2014). How Occam's Razor Provides a Neat Definition of Direct Causation. In J. M. Mooij, D. Janzing, J. Peters, T. Claassen & A. Hyttinen (eds.), Proceedings of the UAI Workshop Causal Inference: Learning and Prediction. CEUR-WS 1-10.
    In this paper we show that the application of Occam’s razor to the theory of causal Bayes nets gives us a neat definition of direct causation. In particular we show that Occam’s razor implies Woodward’s (2003) definition of direct causation, provided suitable intervention variables exist and the causal Markov condition (CMC) is satisfied. We also show how Occam’s razor can account for direct causal relationships Woodward style when only stochastic intervention variables are available.
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  14. Alessandro Giordani (forthcoming). An Internal Limit of the Structural Analysis of Causation. Epistemologia.
    Structural models of systems of causal connections have become a common tool in the analysis of the concept of causation. In the present paper I offer a general argument to show that one of the most powerful definitions of the concept of actual cause, provided within the structural models framework, is not sufficient to grant a full account of our intuitive judgements about actual causation, so that we are still waiting for a comprehensive definition. This is done not simply by (...)
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  15. Clark Glymour, Running Head: Conditional Interventions.
    The conditional intervention principle is a formal principle that relates patterns of interventions and outcomes to causal structure. It is a central assumption of the causal Bayes net formalism. Four experiments suggest that preschoolers can use the conditional intervention principle both to learn complex causal structure from patterns of evidence and to predict patterns of evidence from knowledge of causal structure. Other theories of causal learning do not account for these results.
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  16. Luke Glynn (2013). Of Miracles and Interventions. Erkenntnis 78 (1):43-64.
    In Making Things Happen, James Woodward influentially combines a causal modeling analysis of actual causation with an interventionist semantics for the counterfactuals encoded in causal models. This leads to circularities, since interventions are defined in terms of both actual causation and interventionist counterfactuals. Circularity can be avoided by instead combining a causal modeling analysis with a semantics along the lines of that given by David Lewis, on which counterfactuals are to be evaluated with respect to worlds in which their antecedents (...)
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  17. Toby Handfield, Charles R. Twardy, Kevin B. Korb & Graham Oppy (2008). The Metaphysics of Causal Models: Where's the Biff? Erkenntnis 68 (2):149-68.
    This paper presents an attempt to integrate theories of causal processes—of the kind developed by Wesley Salmon and Phil Dowe—into a theory of causal models using Bayesian networks. We suggest that arcs in causal models must correspond to possible causal processes. Moreover, we suggest that when processes are rendered physically impossible by what occurs on distinct paths, the original model must be restricted by removing the relevant arc. These two techniques suffice to explain cases of late preëmption and other cases (...)
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  18. Daniel M. Hausman, Reuben Stern & Naftali Weinberger (2014). Systems Without a Graphical Causal Representation. Synthese 191 (8):1925-1930.
    There are simple mechanical systems that elude causal representation. We describe one that cannot be represented in a single directed acyclic graph. Our case suggests limitations on the use of causal graphs for causal inference and makes salient the point that causal relations among variables depend upon details of causal setups, including values of variables.
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  19. C. Hitchcock (2001). Causality: Models, Reasoning and Inference. Philosophical Review 110 (4):639-641.
    book reveiw van boek met gelijknamige titel van Judea Pearl.
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  20. Christopher Hitchcock & Joshua Knobe (2009). Cause and Norm. Journal of Philosophy 106 (11):587-612.
    Much of the philosophical literature on causation has focused on the concept of actual causation, sometimes called token causation. In particular, it is this notion of actual causation that many philosophical theories of causation have attempted to capture.2 In this paper, we address the question: what purpose does this concept serve? As we shall see in the next section, one does not need this concept for purposes of prediction or rational deliberation. What then could the purpose be? We will argue (...)
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  21. Vera Hoffmann-Kolss (2014). Interventionism and Higher-Level Causation. International Studies in the Philosophy of Science 28 (1):49-64.
    Several authors have recently claimed that the notorious causal exclusion problem, according to which higher-level causes are threatened with causal pre-emption by lower-level causes, can be avoided if causal relevance is understood in terms of Woodward's interventionist account of causation. They argue that if causal relevance is defined in interventionist terms, there are cases where only higher-level properties, but not the lower-level properties underlying them, qualify as causes of a certain effect. In this article, I show that the line of (...)
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  22. Lars-Göran Johansson (2007). Causation- A Synthesis of Three Approaches. In Susan Stuart & Gordana Dodic-Crnkovic (eds.), Computation, Information, Cognition: The Nexus and the Liminal.f. Cambridge Scholars Press
  23. Geert Keil (2007). Making Something Happen. Where Causation and Agency Meet. In Francesca Castellani & Josef Quitterer (eds.), Agency and Causation in the Human Sciences. Mentis 19-35.
    1. Introduction: a look back at the reasons vs. causes debate. 2. The interventionist account of causation. 3. Four objections to interventionism. 4. The counterfactual analysis of event causation. 5. The role of free agency. 6. Causality in the human sciences. -- The reasons vs. causes debate reached its peak about 40 years ago. Hempel and Dray had debated the nature of historical explanation and the broader issue of whether explanations that cite an agent’s reasons are causal or not. Melden, (...)
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  24. Geert Keil (2000). Handeln und Verursachen. Klostermann.
    Wenn wir handeln, greifen wir in den Lauf der Welt ein und führen Veränderungen herbei, von denen wir zu Recht denken, daß sie nicht eingetreten wären, hätten wir nicht eingegriffen. Durch menschliche Eingriffe herbeigeführte Veränderungen machen aber nur einen kleinen Teil dessen aus, was in der Welt geschieht. Der größere Teil geschieht ohne unser Zutun. Beide Arten von Geschehnissen werden sowohl alltagssprachlich wie philosophisch in kausalem Vokabular beschrieben. Handelnde werden als kausale Urheber eines Geschehens verstanden; zugleich sind die mit Handlungen (...)
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  25. Geert Keil & Max Kistler (2006). La cause d'un événement éléments d'une métaphysique descriptive de la causalité entre événements. Philosophie 89 (1):21.
    La philosophie contemporaine connaît une demi-douzaine de théories de la causalité. À l'époque de Kant et de Hume leur nombre a été moindre, à l'avenir on peut s'attendre à ce que leur nombre continue d'augmenter. Parmi les affirmations faites par ces théories sur la nature de la causalité, certaines sont compatibles entre elles, mais beaucoup ne le sont pas. Par conséquent, ou bien quelques-unes de ces théories sont fausses, ou bien elles ne portent pas sur le même objet. Dans ce (...)
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  26. Douglas Kutach (2014). Causation. Polity.
    In most academic and non-academic circles throughout history, the world and its operation have been viewed in terms of cause and effect. The principles of causation have been applied, fruitfully, across the sciences, law, medicine, and in everyday life, despite the lack of any agreed-upon framework for understanding what causation ultimately amounts to. In this engaging and accessible introduction to the topic, Douglas Kutach explains and analyses the most prominent theories and examples in the philosophy of causation. The book is (...)
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  27. Bert Leuridan (2012). Three Problems for the Mutual Manipulability Account of Constitutive Relevance in Mechanisms. British Journal for the Philosophy of Science 63 (2):399-427.
    In this article, I present two conceptual problems for Craver's mutual manipulability account of constitutive relevance in mechanisms. First, constitutive relevance threatens to imply causal relevance despite Craver (and Bechtel)'s claim that they are strictly distinct. Second, if (as is intuitively appealing) parthood is defined in terms of spatio-temporal inclusion, then the mutual manipulability account is prone to counterexamples, as I show by a case of endosymbiosis. I also present a methodological problem (a case of experimental underdetermination) and (...)
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  28. Kevin McCain (2012). The Interventionist Account of Causation and the Basing Relation. Philosophical Studies 159 (3):357-382.
    It is commonplace to distinguish between propositional justification (having good reasons for believing p) and doxastic justification (believing p on the basis of those good reasons).One necessary requirement for bridging the gap between S’s merely having propositional justification that p and S’s having doxastic justification that p is that S base her belief that p on her reasons (propositional justification).A plausible suggestion for what it takes for S’s belief to be based on her reasons is that her reasons must contribute (...)
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  29. Kris McDaniel (2002). Phil Dowe, Physical Causation. Erkenntnis 56 (2):258-263.
  30. Peter Menzies & Huw Price (1993). Causation as a Secondary Quality. British Journal for the Philosophy of Science 44 (2):187-203.
    In this paper we defend the view that the ordinary notions of cause and effect have a direct and essential connection with our ability to intervene in the world as agents.1 This is a well known but rather unpopular philosophical approach to causation, often called the manipulability theory. In the interests of brevity and accuracy, we prefer to call it the agency theory.2 Thus the central thesis of an agency account of causation is something like this: an event A is (...)
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  31. Tuomas K. Pernu (2014). Causal Exclusion and Multiple Realizations. Topoi 33 (2):525-530.
    A critical analysis of recent interventionist responses to the causal exclusion problem is presented. It is argued that the response can indeed offer a solution to the problem, but one that is based on renouncing the multiple realizability thesis. The account amounts to the rejection of nonreductive physicalism and would thus be unacceptable to many. It is further shown that if the multiple realizability thesis is brought back in and conjoined with the interventionist notion of causation, inter-level (...)
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  32. Tuomas K. Pernu (2013). Interventions on Causal Exclusion. Philosophical Explorations (2):1-9.
    Philosophical Explorations, Volume 0, Issue 0, Page 1-9, Ahead of Print.
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  33. Huw Price (1992). Agency and Causal Asymmetry. Mind 101 (403):501-520.
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  34. Huw Price & Brad Weslake (2009). The Time-Asymmetry of Causation. In Helen Beebee, Peter Menzies & Christopher Hitchcock (eds.), The Oxford Handbook of Causation. Oxford University Press
    One of the most striking features of causation is that causes typically precede their effects – the causal arrow is strongly aligned with the temporal arrow. Why should this be so? We offer an opinionated guide to this problem, and to the solutions currently on offer. We conclude that the most promising strategy is to begin with the de facto asymmetry of human deliberation, characterised in epistemic terms, and to build out from there. More than any rival, this subjectivist (...)
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  35. Stathis Psillos (2007). Causal Explanation and Manipulation. In Johannes Persson & Petri Ylikoski (eds.), Rethinking Explanation. Springer 93--107.
  36. Alexander Reutlinger (2014). Can Interventionists Be Neo-Russellians? Interventionism, the Open Systems Argument, and the Arrow of Entropy. International Studies in the Philosophy of Science 27 (3):273-293.
    International Studies in the Philosophy of Science, Volume 27, Issue 3, Page 273-293, September 2013.
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  37. Alexander Reutlinger (2012). Getting Rid of Interventions. Studies in History and Philosophy of Science Part C 43 (4):787-795.
    According to James Woodward’s influential interventionist account of causation, X is a cause of Y iff, roughly, there is a possible intervention on X that changes Y. Woodward requires that interventions be merely logically possible. I will argue for two claims against this modal character of interventions: First, merely logically possible interventions are dispensable for the semantic project of providing an account of the meaning of causal statements. If interventions are indeed dispensable, the interventionist theory collapses into (some sort of) (...)
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  38. Federica Russo, On The Foundations Of Agency-Manipulability Theories Of Causation.
    The Agency and the Manipulability theory of causation, in spite of significant differences, share at least three claims. First, that manipulation – roughly, that by manipulating causes we bring about effects – is a central notion for causation; second, that such a notion of manipulation allows a reductive – i.e. general and comprehensive – account of causation; third, that this view has its forefathers in the works of Collingwood, Gasking and von Wright. This paper mainly challenges the third claim and (...)
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  39. Jonathan Schaffer (2016). Grounding in the Image of Causation. Philosophical Studies 173 (1):49-100.
    Grounding is often glossed as metaphysical causation, yet no current theory of grounding looks remotely like a plausible treatment of causation. I propose to take the analogy between grounding and causation seriously, by providing an account of grounding in the image of causation, on the template of structural equation models for causation.
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  40. Sally Shrapnel, Discovering Quantum Causal Models.
    I present an Interventionist account of quantum causation, based on the process matrix formalism of Oreshkov, Costa and Brukner, and Costa. The formalism generalises the classical methods of Pearl, and allows for the discovery of quantum causal structure. I show that classical causal structure emerges in certain situations as a special case. I emphasise the crucial role causal discovery plays, in order to distinguish this approach from other recent alternatives.
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  41. Sally Shrapnel (2014). Quantum Causal Explanation: Or, Why Birds Fly South. European Journal for Philosophy of Science 4 (3):409-423.
    It is widely held that it is difficult, if not impossible, to apply causal theory to the domain of quantum mechanics. However, there are several recent scientific explanations that appeal crucially to quantum processes, and which are most naturally construed as causal explanations. They come from two relatively new fields: quantum biology and quantum technology. We focus on two examples, the explanation for the optical interferometer LIGO and the explanation for the avian magneto-compass. We analyse the explanation for the avian (...)
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  42. Barry Smith (2012). On Classifying Material Entities in Basic Formal Ontology. In Interdisciplinary Ontology. Proceedings of the Third Interdisciplinary Ontology Meeting. Keio University Press 1-13.
    Basic Formal Ontology was created in 2002 as an upper-level ontology to support the creation of consistent lower-level ontologies, initially in the subdomains of biomedical research, now also in other areas, including defense and security. BFO is currently undergoing revisions in preparation for the release of BFO version 2.0. We summarize some of the proposed revisions in what follows, focusing on BFO’s treatment of material entities, and specifically of the category object.
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  43. Helen Steward (2014). Causing Things and Doing Things. In C. G. Pulman (ed.), Hart on Responsibility.
  44. Michael Strevens (2008). Comments on Woodward, Making Things Happen. Philosophy and Phenomenological Research 77 (1):171-192.
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  45. Michael Strevens (2007). Review of Woodward, Making Things Happen. [REVIEW] Philosophy and Phenomenological Research 74 (1):233–249.
    The concept of causation plays a central role in many philosophical theories, and yet no account of causation has gained widespread acceptance among those who have investigated its foundations. Theories based on laws, counterfactuals, physical processes, and probabilistic dependence and independence relations (the list is by no means exhaustive) have all received detailed treatment in recent years---{}and, while no account has been entirely successful, it is generally agreed that the concept has been greatly clari{}ed by the attempts. In this magni{}cent (...)
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  46. Susan Stuart & Gordana Dodic-Crnkovic (eds.) (2007). Computation, Information, Cognition: The Nexus and the Liminal.F. Cambridge Scholars Press.
  47. Charles R. Twardy & Kevin B. Korb (2011). Actual Causation by Probabilistic Active Paths. Philosophy of Science 78 (5):900-913.
    We present a probabilistic extension to active path analyses of token causation (Halpern & Pearl 2001, forthcoming; Hitchcock 2001). The extension uses the generalized notion of intervention presented in (Korb et al. 2004): we allow an intervention to set any probability distribution over the intervention variables, not just a single value. The resulting account can handle a wide range of examples. We do not claim the account is complete --- only that it fills an obvious gap in previous active-path approaches. (...)
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  48. Louis Vervoort, The Manipulability Account of Causation Applied to Physical Systems.
    In the following we will apply the manipulability theory of causation of Woodward 2003 to physical systems, and show that, in the latter context, the theory can be simplified. Elaborating on an argument by Cartwright, we will argue that the notions of ‘modularity’ and ‘intervention’ of the cited work should be adapted for typical physical systems, in order to take coupling of system equations into account. We will show that this allows to reduce all cause types discussed in Woodward 2003 (...)
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  49. Brad Weslake (2006). Review of Making Things Happen. [REVIEW] Australasian Journal of Philosophy 84 (1):136-140.
    The concept of causation plays a central role in many philosophical theories, and yet no account of causation has gained widespread acceptance among those who have investigated its foundations. Theories based on laws, counterfactuals, physical processes, and probabilistic dependence and independence relations (the list is by no means exhaustive) have all received detailed treatment in recent years—and, while no account has been entirely successful, it is generally agreed that the concept has been greatly clarified by the attempts. In this magnificent (...)
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  50. James Woodward (2004). Counterfactuals and Causal Explanation. International Studies in the Philosophy of Science 18 (1):41 – 72.
    This article defends the use of interventionist counterfactuals to elucidate causal and explanatory claims against criticisms advanced by James Bogen and Peter Machamer. Against Bogen, I argue that counterfactual claims concerning what would happen under interventions are meaningful and have determinate truth values, even in a deterministic world. I also argue, against both Machamer and Bogen, that we need to appeal to counterfactuals to capture the notions like causal relevance and causal mechanism. Contrary to what both authors (...)
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