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Causation, robustness, and EPR

Richard A. Healey

Philosophy of Science 59 (2):282-292 (1992)

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An incremental approach to causal inference in the behavioral sciences.Keith A. Markus - 2014 - Synthese 191 (10):2089-2113.details Causal inference plays a central role in behavioral science. Historically, behavioral science methodologies have typically sought to infer a single causal relation. Each of the major approaches to causal inference in the behavioral sciences follows this pattern. Nonetheless, such approaches sometimes differ in the causal relation that they infer. Incremental causal inference offers an alternative to this conceptualization of causal inference that divides the inference into a series of incremental steps. Different steps infer different causal relations. Incremental causal inference is (...) Download Export citation Bookmark 1 citation
Causal Markov, robustness and the quantum correlations.Mauricio Suárez & Iñaki San Pedro - 2010 - In Probabilities, Causes and Propensities in Physics. New York: Springer. pp. 173–193.details It is still a matter of controversy whether the Principle of the Common Cause (PCC) can be used as a basis for sound causal inference. It is thus to be expected that its application to quantum mechanics should be a correspondingly controversial issue. Indeed the early 90’s saw a flurry of papers addressing just this issue in connection with the EPR correlations. Yet, that debate does not seem to have caught up with the most recent literature on causal inference generally, (...) Download Export citation Bookmark 7 citations
Indeterminism and the causal Markov condition.Daniel Steel - 2005 - British Journal for the Philosophy of Science 56 (1):3-26.details The causal Markov condition (CMC) plays an important role in much recent work on the problem of causal inference from statistical data. It is commonly thought that the CMC is a more problematic assumption for genuinely indeterministic systems than for deterministic ones. In this essay, I critically examine this proposition. I show how the usual motivation for the CMC—that it is true of any acyclic, deterministic causal system in which the exogenous variables are independent—can be extended to the indeterministic case. (...) Download Export citation Bookmark 25 citations
Explanation, invariance, and intervention.James Woodward - 1997 - Philosophy of Science 64 (4):41.details This paper defends a counterfactual account of explanation, according to which successful explanation requires tracing patterns of counterfactual dependence of a special sort, involving what I call active counterfactuals. Explanations having this feature must appeal to generalizations that are invariant--stable under certain sorts of changes. These ideas are illustrated by examples drawn from physics and econometrics. Download Export citation Bookmark 80 citations
Common causes and the direction of causation.Brad Weslake - 2005 - Minds and Machines 16 (3):239-257.details Is the common cause principle merely one of a set of useful heuristics for discovering causal relations, or is it rather a piece of heavy duty metaphysics, capable of grounding the direction of causation itself? Since the principle was introduced in Reichenbach’s groundbreaking work The Direction of Time (1956), there have been a series of attempts to pursue the latter program—to take the probabilistic relationships constitutive of the principle of the common cause and use them to ground the direction of (...) Download Export citation Bookmark 5 citations
Propensities, correlations, and metaphysics.Michael Redhead - 1992 - Foundations of Physics 22 (3):381-394.details An attempt is made to defend realism and the absence of space-like causation in quantum mechanics, by invoking indeterminism and a new necessary condition for stochastic causality, we term robustness. This condition is defended against recent critical attacks by Cartwright and Jones, and by Healey, and the violation of the robustness condition in Bell-type correlation experiments is shown to follow if an appropriate interpretation of the state vector is employed. Download Export citation Bookmark
Instability, modus ponens and uncertainty of deduction.Huajie Liu - 2006 - Frontiers of Philosophy in China 1 (4):658-674.details Considering the instability of nonlinear dynamics, the deductive inference rule Modus ponens itself is not enough to guarantee the validity of reasoning sequences in the real physical world, and similar results cannot necessarily be obtained from similar causes. Some kind of stability hypothesis should be added in order to draw meaningful conclusions. Hence, the uncertainty of deductive inference appears to be like that of inductive inference, and the asymmetry between deduction and induction becomes unrecognizable such as to undermine the basis (...) Download Export citation Bookmark
Against Experimental Metaphysics.Martin R. Jones & Robert K. Clifton - 1993 - Midwest Studies in Philosophy 18 (1):295-316.details Download Export citation Bookmark 13 citations
Epr Robustness and the Causal Markov Condition.Mauricio Suárez & Iñaki San Pedro - 2007 - Centre of Philosophy of Natural and Social Science.details It is still a matter of controversy whether the Principle of the Common Cause can be used as a basis for sound causal inference. It is thus to be expected that its application to quantum mechanics should be a correspondingly controversial issue. Indeed the early 90’s saw a flurry of papers addressing just this issue in connection with the EPR correlations. Yet, that debate does not seem to have caught up with the most recent literature on causal inference generally, which (...) Download Export citation Bookmark 1 citation

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