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  1. Confirmation in the Cognitive Sciences: The Problematic Case of Bayesian Models. [REVIEW]Frederick Eberhardt & David Danks - 2011 - Minds and Machines 21 (3):389-410.
    Bayesian models of human learning are becoming increasingly popular in cognitive science. We argue that their purported confirmation largely relies on a methodology that depends on premises that are inconsistent with the claim that people are Bayesian about learning and inference. Bayesian models in cognitive science derive their appeal from their normative claim that the modeled inference is in some sense rational. Standard accounts of the rationality of Bayesian inference imply predictions that an agent selects the option that maximizes the (...)
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  • (1 other version)Contemporary debates in philosophy of science.Christopher Hitchcock (ed.) - 2004 - Malden, MA: Blackwell.
    Showcasing original arguments for well-defined positions, as well as clear and concise statements of sophisticated philosophical views, this volume is an ...
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  • An economist's glance at Goldman's economics.Esther-Mirjam Sent - 1997 - Philosophy of Science 64 (4):148.
    Goldman joins the ranks of epistemologists, philosophers, and science studies scholars trying to use economic models of science. For Goldman, these models are part of social rather than individual epistemics. His hope is that these models will illustrate that non-epistemic goals of individual scientists such as professional success do not necessarily undermine epistemic aims of science such as the acquisition of truth. This paper shows that there are inconsistencies between Goldman's individual and social epistemics, that these models do not live (...)
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  • After Popper, Kuhn and Feyerabend: Recent Issues in Theories of Scientific Method.Robert Nola & Howard Sankey (eds.) - 2000 - Boston: Kluwer Academic Publishers.
    Some think that issues to do with scientific method are last century's stale debate; Popper was an advocate of methodology, but Kuhn, Feyerabend, and others are alleged to have brought the debate about its status to an end. The papers in this volume show that issues in methodology are still very much alive. Some of the papers reinvestigate issues in the debate over methodology, while others set out new ways in which the debate has developed in the last decade. The (...)
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  • Formal learning theory.Oliver Schulte - 2008 - Stanford Encyclopedia of Philosophy.
    Formal learning theory is the mathematical embodiment of a normative epistemology. It deals with the question of how an agent should use observations about her environment to arrive at correct and informative conclusions. Philosophers such as Putnam, Glymour and Kelly have developed learning theory as a normative framework for scientific reasoning and inductive inference.
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  • The logic of reliable and efficient inquiry.Oliver Schulte - 1999 - Journal of Philosophical Logic 28 (4):399-438.
    This paper pursues a thorough-going instrumentalist, or means-ends, approach to the theory of inductive inference. I consider three epistemic aims: convergence to a correct theory, fast convergence to a correct theory and steady convergence to a correct theory (avoiding retractions). For each of these, two questions arise: (1) What is the structure of inductive problems in which these aims are feasible? (2) When feasible, what are the inference methods that attain them? Formal learning theory provides the tools for a complete (...)
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  • (1 other version)Eric Martin and Daniel Osherson, Elements of Scientific Inquiry. Cambridge, MA: Bradford, MIT Press, 1998, cloth £23.95. ISBN: 0 262 13342 3. [REVIEW]Oliver Schulte - 2000 - British Journal for the Philosophy of Science 51 (2):347-352.
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  • (1 other version)Review. Elements of scientific inquiry. E Martin, D Osherson.O. Schulte - 2000 - British Journal for the Philosophy of Science 51 (2):347-352.
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  • Means-ends epistemology.O. Schulte - 1999 - British Journal for the Philosophy of Science 50 (1):1-31.
    This paper describes the corner-stones of a means-ends approach to the philosophy of inductive inference. I begin with a fallibilist ideal of convergence to the truth in the long run, or in the 'limit of inquiry'. I determine which methods are optimal for attaining additional epistemic aims (notably fast and steady convergence to the truth). Means-ends vindications of (a version of) Occam's Razor and the natural generalizations in a Goodmanian Riddle of Induction illustrate the power of this approach. The paper (...)
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  • Iterated belief revision, reliability, and inductive amnesia.Kevin T. Kelly - 1999 - Erkenntnis 50 (1):11-58.
    Belief revision theory concerns methods for reformulating an agent's epistemic state when the agent's beliefs are refuted by new information. The usual guiding principle in the design of such methods is to preserve as much of the agent's epistemic state as possible when the state is revised. Learning theoretic research focuses, instead, on a learning method's reliability or ability to converge to true, informative beliefs over a wide range of possible environments. This paper bridges the two perspectives by assessing the (...)
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  • Earman on underdetermination and empirical indistinguishability.Igor Douven & Leon Horsten - 1998 - Erkenntnis 49 (3):303-320.
    Earman (1993) distinguishes three notions of empirical indistinguishability and offers a rigorous framework to investigate how each of these notions relates to the problem of underdetermination of theory choice. He uses some of the results obtained in this framework to argue for a version of scientific anti- realism. In the present paper we first criticize Earman's arguments for that position. Secondly, we propose and motivate a modification of Earman's framework and establish several results concerning some of the notions of indistinguishability (...)
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