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2713 Actual Causes and Thought ExperimentsIn J. K. Campbell, M. O'Rourke & H. S. Silverstein (eds.), Causation and Explanation, Mit Press. pp. 4--43. 2007.
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15The use of ceteris paribus clauses in philosophy and in the sciences has a long and fascinating history. Persky (1990) traces the use by economists of ceteris paribus clauses in qualifying generalizations as far back as William Petty’s Treatise of Taxes and Contributions (1662). John Cairnes’ The Character and Logical Method of Political Economy (1857) is credited with enunciating the idea that the conclusions of economic investigations hold “only in the absence of disturbing causes”.1 His Leadi…Read more
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100Inductive inference from theory Laden dataJournal of Philosophical Logic 21 (4). 1992.Kevin T. Kelly and Clark Glymour. Inductive Inference from Theory-Laden Data
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71Data mining is on the interface of Computer Science and Statistics, utilizing advances in both disciplines to make progress in extracting information from large databases. It is an emerging field that has attracted much attention in a very short period of time. This article highlights some statistical themes and lessons that are directly relevant to data mining and attempts to identify opportunities where close cooperation between the statistical and computational communities might reasonably pr…Read more
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177What went wrong? Reflections on science by observation and the bell curvePhilosophy of Science 65 (1): 1-32. 1998.The Bell Curve aims to establish a set of causal claims. I argue that the methodology of The Bell Curve is typical of much of contemporary social science and is intrinsically defective. I claim better methods are available for causal inference from observational data, but that those methods would yield no causal conclusions from the data used in the formal analyses in The Bell Curve. Against the laissez-faire social policies advocated in the book, I claim that when combined with common sense and…Read more
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144Reverse Inference in NeuropsychologyBritish Journal for the Philosophy of Science 67 (4): 1139-1153. 2016.Reverse inference in cognitive neuropsychology has been characterized as inference to ‘psychological processes’ from ‘patterns of activation’ revealed by functional magnetic resonance or other scanning techniques. Several arguments have been provided against the possibility. Focusing on Machery’s presentation, we attempt to clarify the issues, rebut the impossibility arguments, and propose and illustrate a strategy for reverse inference. 1 The Problem of Reverse Inference in Cognitive Neuropsych…Read more
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82Linear structural equation models (SEMs) are widely used in sociology, econometrics, biology, and other sciences. A SEM (without free parameters) has two parts: a probability distribution (in the Normal case specified by a set of linear structural equations and a covariance matrix among the “error” or “disturbance” terms), and an associated path diagram corresponding to the causal relations among variables specified by the structural equations and the correlations among the error terms. It is of…Read more
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16Interpreting LeamerEconomics and Philosophy 1 (2): 290. 1985.It is easy for a professional philosopher who reads Learner's essay “Let's Take the Con Out of Econometrics” to find a great deal in it that seems contentious, cavalier, or objectionable. Philosophers may even be puzzled as to what the fuss is all about. My guess is that the sorts of complaints philosophical readers are likely to make about Learner's paper are more the result of style than substance. The substance is very important
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