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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 research efforts: It can act as a (...)
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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, Christopher Hitchcock & Peter Menzies (eds.) (2009). The Oxford Handbook of Causation. Oxford University Press UK.
    Causation is a central topic in many areas of philosophy. In metaphysics, philosophers want to know what causation is, and how it is related to laws of nature, probability, action, and freedom of the will. In epistemology, philosophers investigate how causal claims can be inferred from statistical data, and how causation is related to perception, knowledge and explanation. In the philosophy of mind, philosophers want to know whether and how the mind can be said to have causal efficacy, and in (...)
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  8. William Warner Bishop (1945). Judge Woodward and the Catholepistemiad.
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  9. 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 an (...)
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  10. 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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  11. 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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  12. John Campbell (2006). An Interventionist Approach to Causation in Psychology. In Alison Gopnik & Larry J. Schulz (eds.), Causal Learning: Psychology, Philosophy and Computation. Oxford University Press. pp. 58--66.
  13. Nancy Cartwright (2002). Against Modularity, the Causal Markov Condition, and Any Link Between the Two: Comments on Hausman and Woodward. British Journal for the Philosophy of Science 53 (3):411-453.
    In their rich and intricate paper ‘Independence, Invariance, and the Causal Markov Condition’, Daniel Hausman and James Woodward ([1999]) put forward two independent theses, which they label ‘level invariance’ and ‘manipulability’, and they claim that, given a specific set of assumptions, manipulability implies the causal Markov condition. These claims are interesting and important, and this paper is devoted to commenting on them. With respect to level invariance, I argue that Hausman and Woodward's discussion is confusing because, as I point out, (...)
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  14. H. De Regt (forthcoming). Review of James Woodward, Making Things Happen. [REVIEW] Notre Dame Philosophical Reviews.
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  15. Henk W. de Regt (2004). Review of James Woodward, Making Things Happen: A Theory of Causal Explanation. [REVIEW] Notre Dame Philosophical Reviews 2004 (7).
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  16. 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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  17. Oisín Deery & Eddy Nahmias (forthcoming). Defeating Manipulation Arguments: Interventionist Causation and Compatibilist Sourcehood. Philosophical Studies:1-22.
    We use recent interventionist theories of causation to develop a compatibilist account of causal sourcehood, which provides a response to Manipulation Arguments for the incompatibility of free will and determinism. Our account explains the difference between manipulation and determinism, against the claim of Manipulation Arguments that there is no relevant difference. Interventionism allows us to see that causal determinism does not mean that variables outside of the agent causally explain her actions better than variables within the agent, whereas the causal (...)
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  18. Frederick Eberhardt, Direct Cause.
    An interventionist account of causation characterizes causal relations in terms of changes resulting from particular interventions. We provide an example of a causal relation for which there does not exist an intervention satisfying the common interventionist standard. We consider adaptations that would save this standard and describe their implications for an interventionist account of causation. No adaptation preserves all the aspects that make the interventionist account appealing.
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  19. Frederick Eberhardt (2013). Direct Causes and the Trouble with Soft Interventions. Erkenntnis 79 (4):1-23.
    An interventionist account of causation characterizes causal relations in terms of changes resulting from particular interventions. I provide a new example of a causal relation for which there does not exist an intervention satisfying the common interventionist standard. I consider adaptations that would save this standard and describe their implications for an interventionist account of causation. No adaptation preserves all the aspects that make the interventionist account appealing. Part of the fallout is a clearer account of the difficulties in characterizing (...)
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  20. Frederick Eberhardt (2013). Experimental Indistinguishability of Causal Structures. Philosophy of Science 80 (5):684-696.
    Using a variety of different results from the literature, I show how causal discovery with experiments is limited unless substantive assumptions about the underlying causal structure are made. These results undermine the view that experiments, such as randomized controlled trials, can independently provide a gold standard for causal discovery. Moreover, I present a concrete example in which causal underdetermination persists despite exhaustive experimentation and argue that such cases undermine the appeal of an interventionist account of causation as its dependence on (...)
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  21. Matt Farr (2016). Review of Mathias Frisch's Causal Reasoning in Physics. [REVIEW] British Journal for the Philosophy of Science (4):axw020.
    Review of 'Causal Reasoning in Physics' by Mathias Frisch for British Journal for Philosophy of Science.
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  22. L. R. Franklin-Hall (2016). High-Level Explanation and the Interventionist's 'Variables Problem'. British Journal for the Philosophy of Science 67 (2):553-577.
    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 presently (...)
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  23. Maria Carla Galavotti, Causality, Mechanisms and Manipulation.
    This paper suggests an integration of Wesley Salmon's mechanistic theory of causality with a manipulative account of causation of the kind that has been recently defended by Huw Price and Peter Menzies. Firstly, Salmon's view of causality is outlined, and the main issues of the debate around it are recollected. Secondly, the manipulative view of causality is sketched and the possibility of its integration with Salmon's theory is considered for the purpose of coping with some of the problems raised by (...)
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  24. Alexander Gebharter (2017). Causal Nets, Interventionism, and Mechanisms. Cham: Springer.
    This monograph looks at causal nets from a philosophical point of view. The author shows that one can build a general philosophical theory of causation on the basis of the causal nets framework that can be fruitfully used to shed new light on philosophical issues. Coverage includes both a theoretical as well as application-oriented approach to the subject. The author first counters David Hume’s challenge about whether causation is something ontologically real. The idea behind this is that good metaphysical concepts (...)
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  25. 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. pp. 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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  26. Alessandro Giordani (2016). An Internal Limit of the Structural Analysis of Causation. Axiomathes 26 (4):429-450.
    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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  27. 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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  28. Clark Glymour (2004). James Woodward, Making Things Happen: A Theory of Causal Explanation, Oxford, 2003, 418pp, $65.00 (Hbk) ISBN 0195155270. [REVIEW] British Journal for the Philosophy of Science 55 (4):779-790.
  29. 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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  30. 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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  31. 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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  32. 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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  33. 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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  34. Vera Hoffmann-Kolss (2016). Of Brains and Planets: On a Causal Criterion for Mind-Brain Identities. Synthese 193 (4):1177-1189.
    Whether mental properties are identical with neural properties is one of the central questions of contemporary philosophy of mind. Many philosophers agree that even if mental properties are identical with neural properties, the mind-brain identity thesis cannot be established on empirical grounds, but only be vindicated by theoretical philosophical considerations. In his paper ‘When Is a Brain Like the Planet?’, Clark Glymour proposes a causal criterion for local property identifications and claims that this criterion can be used to empirically establish (...)
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  35. 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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  36. Jenann Ismael (2016). How Do Causes Depend on Us? The Many Faces of Perspectivalism. Synthese 193 (1):245-267.
    Huw Price has argued that on an interventionist account of cause the distinction is perspectival, and the claim prompted some interesting responses from interventionists and in particular an exchange with Woodward that raises questions about what it means to say that one or another structure is perspectival. I’ll introduce his reasons for claiming that the distinction between cause and effect on an interventionist account is perspectival. Then I’ll introduce a distinction between different ways in which a class of concepts can (...)
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  37. Jenann Ismael, Causation, Free Will, and Naturalism.
    This chapter addresses the worry that the existence of causal antecedents to your choices means that you are causally compelled to act as you do. It begins with the folk notion of cause, leads the reader through recent developments in the scientific understanding of causal concepts, and argues that those developments undermine the threat from causal antecedents. The discussion is then used as a model for a kind of naturalistic metaphysics that takes its lead from science, letting everyday concepts be (...)
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  38. 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.
  39. 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. pp. 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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  40. 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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  41. 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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  42. Kris McDaniel (2002). Phil Dowe, Physical Causation. Erkenntnis 56 (2):258-263.
  43. 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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  44. 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 formulate two (...)
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  45. 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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  46. P. Menzies (2006). Review: Making Things Happen: A Theory of Causal Explanation. [REVIEW] Mind 115 (459):821-826.
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  47. 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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  48. Judea Pearl (2003). Reply to Woodward. Economics and Philosophy 19 (2):341-344.
    I thank Dr. Woodward for his illuminating review of my book Causality, for explicating so clearly the basic contributions of the book, and for giving me the opportunity to further clarify some aspects of the do-calculus, specifically those that pertain to the notion of intervention.
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  49. 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 causation is ruled (...)
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  50. 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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