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  1. Reichenbach’s cubical universe and the problem of the external world.Elliott Sober - 2011 - Synthese 181 (1):3 - 21.
    This paper is a sympathetic critique of the argument that Reichenbach develops in Chap. 2 of Experience and Prediction for the thesis that sense experience justifies belief in the existence of an external world. After discussing his attack on the positivist theory of meaning, I describe the probability ideas that Reichenbach presents. I argue that Reichenbach begins with an argument grounded in the Law of Likelihood but that he then endorses a different argument that involves prior probabilities. I try to (...)
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  • Book review: Rich-mond Campbell. Illusions of paradox: A feminist epistemology naturalized. Md.: Rowman and Littlefield, 1998. [REVIEW]Edrie Sobstyl - 2002 - Hypatia 17 (1):226-230.
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  • Grades of Inductive Skepticism.Brian Skyrms - 2014 - Philosophy of Science 81 (3):303-312.
    There is not a unique inductive skeptical position; there are grades of inductive skepticism. There is nothing much to say about complete skepticism, but some more restricted skeptical positions may be profitably analyzed.
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  • On failing to vindicate induction.Brian Skyrms - 1965 - Philosophy of Science 32 (3/4):253-268.
    The structure of Reichenbach's pragmatic vindication of induction is analysed in detail. The argument is seen to proceed in two stages, the first being a pragmatic justification of the frequency interpretation of probability which is taken as a license for considering the aim of induction to be the discovery of limiting relative frequencies, and the second being the pragmatic justification of induction itself. Both justifications are found to contain flaws, and the arguments used to support Reichenbach's definition of the aim (...)
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  • Demystifying the Influential IS Legends of Positivism.Mikko Siponen & Aggeliki Tsohou - 2018 - Journal of the Association for Information Systems 19 (7):600-617.
    Positivism has been used to establish a standard that Information Systems (IS) research must meet to be scientific. According to such positivistic beliefs in IS, scientific research should: 1) be generalizable, 2) focus on stable independent variables, 3) have certain ontological assumptions, and 4) use statistical or quantitative methods rather than qualitative methods. We argue that logical positivist philosophers required none of these. On the contrary, logical positivist philosophers regarded philosophizing in general and ontological considerations in particular as nonsense. Moreover, (...)
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  • Objectivity, rationality, incommensurability, and more. [REVIEW]Harvey Siegel - 1980 - British Journal for the Philosophy of Science 31 (4):359-375.
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  • Justification, discovery and the naturalizing of epistemology.Harvey Siegel - 1980 - Philosophy of Science 47 (2):297-321.
    Reichenbach's well-known distinction between the context of discovery and the context of justification has recently come under attack from several quarters. In this paper I attempt to reconsider the distinction and evaluate various recent criticisms of it. These criticisms fall into two main groups: those which directly challenge Reichenbach's distinction; and those which (I argue) indirectly but no less seriously challenge that distinction by rejecting the related distinction between psychology and epistemology, and defending the "naturalizing" of epistemology. I argue that (...)
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  • A Twofold Tension in Schurz’s Meta-Inductive Solution to Hume’s Problem of Induction.Tomoji Shogenji - 2023 - Journal for General Philosophy of Science / Zeitschrift für Allgemeine Wissenschaftstheorie 54 (3):379-392.
    This paper examines a twofold tension in Gerhard Schurz’s (2019) recent proposal to solve Hume’s problem of induction. Schurz concedes to the skeptic that there is no non-circular epistemic justification of the reliability of induction, but then argues for the optimality of meta-induction so that if any prediction method is reliable, then meta-induction is. There is a tension in this proposal between meta-induction and our inductive practice: Are we supposed to abandon our inductive practice in favor of meta-induction? Schurz claims (...)
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  • The Logics of Discovery in Popper’s Evolutionary Epistemology.Mehul Shah - 2008 - Journal for General Philosophy of Science / Zeitschrift für Allgemeine Wissenschaftstheorie 39 (2):303-319.
    Popper is well known for rejecting a logic of discovery, but he is only justified in rejecting the same type of logic of discovery that is denied by consequentialism. His own account of hypothesis generation, based on a natural selection analogy, involves an error-eliminative logic of discovery and the differences he admits between biological and conceptual evolution suggest an error-corrective logic of discovery. These types of logics of discovery are based on principles of plausibility that are used in the generation (...)
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  • The Logics of Discovery in Popper’s Evolutionary Epistemology.Mehul Shah - 2008 - Journal for General Philosophy of Science / Zeitschrift für Allgemeine Wissenschaftstheorie 39 (2):303 - 319.
    Popper is well known for rejecting a logic of discovery, but he is only justified in rejecting the same type of logic of discovery that is denied by consequentialism. His own account of hypothesis generation, based on a natural selection analogy, involves an error-eliminative logic of discovery and the differences he admits between biological and conceptual evolution suggest an error-corrective logic of discovery. These types of logics of discovery are based on principles of plausibility that are used in the generation (...)
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  • On the transdisciplinary nature of the epistemology of discovery.Morris L. Shames - 1991 - Zygon 26 (3):343-357.
    Despite the by now historical tendency to demarcate scientific epistemology sharply from virtually all others, especially theological “epistemology,” it has recently been recognized that both enterprises share a great deal in common, at least as far as the epistemology of discovery is implicated. Such a claim is founded upon a psychological analysis of figuration, where, it is argued, metaphor plays a crucial role in the mediation of discovery, in the domains of science and religion alike. Thus, although the conventionally conceived (...)
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  • Is it justifiable to abandon all search for a logic of discovery?Mehul Shah - 2007 - International Studies in the Philosophy of Science 21 (3):253 – 269.
    In his influential paper, 'Why Was the Logic of Discovery Abandoned?', Laudan contends that there has been no philosophical rationale for a logic of discovery since the emergence of consequentialism in the 19th century. It is the purpose of this paper to show that consequentialism does not involve the rejection of all types of logic of discovery. Laudan goes too far in his interpretation of the historical shift from generativism to consequentialism, and his claim that the context of pursuit belongs (...)
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  • "Coordinative definition" and Reichenbach's semantic framework: A reassessment.Lionel Stefan Shapiro - 1994 - Erkenntnis 41 (3):287 - 323.
    Reichenbach's Philosophy of Space and Time (1928) avoids most of the logical positivist pitfalls it is generally held to exemplify, notably both conventionalism and verificationism. To see why, we must appreciate that Reichenbach's interest lies in how mathematical structures can be used to describe reality, not in how words like 'distance' acquire meaning. Examination of his proposed "coordinative definition" of congruence shows that Reichenbach advocates a reductionist analysis of the relations figuring in physical geometry (contrary to common readings that attribute (...)
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  • The rationality of scientific reasoning in the context of pursuit: Drawing appropriate distinctions.Dunja Seselja, Laszlo Kosolosky & Christian Strasser - 2012 - Philosophica 86 (3):51-82.
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  • History of Science in the Physics Curriculum: A Directed Content Analysis of Historical Sources.Hayati Seker & Burcu G. Guney - 2012 - Science & Education 21 (5):683-703.
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  • Points of convergence between logical empiricism and inductive metaphysics: Hans Reichenbach and Erich Becher in comparison.Ansgar Seide - 2021 - Synthese 199 (3-4):11075-11107.
    In this paper, I take a closer look at Hans Reichenbach’s relation to metaphysics and work out some interesting parallels between his account and that of the proponents of inductive metaphysics, a tradition that emerged in the mid- and late 19th century and the early 20th century in Germany. It is in particular Hans Reichenbach’s conception of the relation between the natural sciences and metaphysics, as displayed in his treatment of the question of the existence of the external world, that (...)
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  • The Meta‐inductivist’s Winning Strategy in the Prediction Game: A New Approach to Hume’s Problem.Gerhard Schurz - 2008 - Philosophy of Science 75 (3):278-305.
    This article suggests a ‘best alternative' justification of induction (in the sense of Reichenbach) which is based on meta-induction . The meta-inductivist applies the principle of induction to all competing prediction methods which are accessible to her. It is demonstrated, and illustrated by computer simulations, that there exist meta-inductivistic prediction strategies whose success is approximately optimal among all accessible prediction methods in arbitrary possible worlds, and which dominate the success of every noninductive prediction strategy. The proposed justification of meta-induction is (...)
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  • Twelve great papers: comments and replies. Response to a special issue on logical perspectives on science and cognition—The philosophy of Gerhard Schurz.Gerhard Schurz - 2020 - Synthese 197 (4):1661-1695.
    This is a response to the papers in the special issue Logical Perspectives on Science and Cognition—The Philosophy of Gerhard Schurz.
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  • Studying Justificatory Practice: An Attempt to Integrate the History and Philosophy of Science.Jutta Schickore - 2009 - International Studies in the Philosophy of Science 23 (1):85-107.
    In recent years there has been a revival of the debate about the relation between history and philosophy of science. This article seeks to contribute to the discussion by approaching the issue from a new angle. To rethink the relation between the two domains of study, I apply an important insight about scientific practice to the practice of integrating the history and philosophy of science: the insight that the scientific paper does not give a faithful account of the actual research (...)
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  • Reichenbach's best alternative account to the problem of induction.Gerhard Schurz - 2021 - Synthese 199 (3-4):10827-10838.
    In this paper Reichenbach's best alternative account to induction is examined. In the first section, three versions of the BAA are distinguished that have been discussed in the literature. The major objections against all three versions are presented. In the second section it is shown by a text analysis that Reichenbach argues for all three versions of the BAA and does not sufficiently distinguish between them. In the third section it is explained how Reichenbach's third version of the BAA can (...)
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  • Rationality as the Capacity for Understanding.Karl Schafer - 2019 - Noûs 53 (3):639-663.
    In this essay, I develop and defend a virtue-theoretic conception of rationality as a capacity whose function is understanding, as opposed to mere truth or correctness. I focus on two main potential advantages of this view. First, its ability to explain the rationality of forms of explanatory reasoning, and second, its ability to offer a more unified account of theoretical and practical rationality.
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  • On Making Phenomenologies of Technology More Phenomenological.Robert C. Scharff - 2022 - Philosophy and Technology 35 (3):1-22.
    Phenomenologists usually insist that their approach involves going “back” to and “starting” with technoscientific experience—that is, returning to the actual existing or living through of technoscientific life—after centuries of privileging the analysis of how things are “objectively” known and denigrating accounts of how they are “subjectively” lived with. But then who says this and how is this understood? “Who” is really a phenomenologist, when so many diverse thinkers claim the title? This paper considers some of the reasons why this is (...)
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  • Mess in Science and Wicked Problems.Jutta Schickore - 2020 - Perspectives on Science 28 (4):482-504.
    . This paper discusses the claim that science is “messy.” Part I argues first, that a good portion of today’s discussions about messy science is just a portrayal of familiar features of science in new terms. In the paper, I refer to this as “messy science talk.” Second, Part I draws out rhetorical functions of messy science talk, namely the denigration of science in the popular media and the celebration of the maverick. Part II identifies one way in which it (...)
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  • Doing science, writing science.Jutta Schickore - 2008 - Philosophy of Science 75 (3):323-343.
    This article identifies a fundamental distinction in scientific practice: the mismatch between what scientists do and what they state they did when they communicate their findings in their publications. The insight that such a mismatch exists is not new. It was already implied in Hans Reichenbach's distinction between the contexts of discovery and justification, and it is taken for granted across the board in philosophy of science and science studies. But while there is general agreement that the mismatch exists, the (...)
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  • Criticizing a Difference of Contexts: On Reichenbach’s Distincition Between “Context of Discovery” and “Context of Justification”.Gregor Schiemann - 2002 - In Schickore J. & Steinle F. (eds.), Vienna Circle Institute Yearbook. Max-Planck-Institut. pp. 237-251.
    With his distinction between the "context of discovery" and the "context of justification", Hans Reichenbach gave the traditional difference between genesis and validity a modern standard formulation. Reichenbach's distinction is one of the well-known ways in which the expression "context" is used in the theory of science. My argument is that Reichenbach's concept is unsuitable and leads to contradictions in the semantic fields of genesis and validity. I would like to demonstrate this by examining the different meanings of Reichenbach's context (...)
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  • Modeling intentional agency: a neo-Gricean framework.Matti Sarkia - 2021 - Synthese 199 (3-4):7003-7030.
    This paper analyzes three contrasting strategies for modeling intentional agency in contemporary analytic philosophy of mind and action, and draws parallels between them and similar strategies of scientific model-construction. Gricean modeling involves identifying primitive building blocks of intentional agency, and building up from such building blocks to prototypically agential behaviors. Analogical modeling is based on picking out an exemplary type of intentional agency, which is used as a model for other agential types. Theoretical modeling involves reasoning about intentional agency in (...)
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  • Carnap and the compulsions of interpretation: Reining in the liberalization of empiricism. [REVIEW]Sahotra Sarkar - 2013 - European Journal for Philosophy of Science 3 (3):353-372.
    Carnap’s work was instrumental to the liberalization of empiricism in the 1930s that transformed the logical positivism of the Vienna Circle to what came to be known as logical empiricism. A central feature of this liberalization was the deployment of the Principle of Tolerance, originally introduced in logic, but now invoked in an epistemological context in “Testability and Meaning”. Immediately afterwards, starting with Foundations of Logic and Mathematics, Carnap embraced semantics and turned to interpretation to guide the choice of a (...)
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  • Abduction: The Logic of Guessing.Lucia Santaella - 2005 - Semiotica 2005 (153 - 1/4):175-198.
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  • The Spirit of Logical Empiricism: Carl G. Hempel’s Role in Twentieth-Century Philosophy of Science.Wesley C. Salmon - 1999 - Philosophy of Science 66 (3):333-350.
    In this paper, I discuss the key role played by Carl G. Hempel's work on theoretical realism and scientific explanation in effecting a crucial philosophical transition between the beginning and the end of the twentieth century. At the beginning of the century, the dominant view was that science is incapable of furnishing explanations of natural phenomena; at the end, explanation is widely viewed as an important, if not the primary, goal of science. In addition to its intellectual benefits, this transition (...)
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  • The philosophy of Hans Reichenbach.Wesley C. Salmon - 1977 - Synthese 34 (1):5 - 88.
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  • Hans Reichenbach's vindication of induction.Wesley C. Salmon - 1991 - Erkenntnis 35 (1-3):99 - 122.
    Reichenbach sought to resolve Hume's problem of the justification of induction by means of a pragmatic vindication that relies heavily on the convergence properties of his rule of induction. His attempt to rule out all other asymptotic methods by an appeal to descriptive simplicity was unavailing. We found that important progress in that direction could be made by invoking normalizing conditions (consistency) and methodological simplicity (as a basis for invariance), but that they did not do the whole job. I am (...)
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  • Induction: A Logical Analysis.Uwe Saint-Mont - 2022 - Foundations of Science 27 (2):455-487.
    The aim of this contribution is to provide a rather general answer to Hume’s problem. To this end, induction is treated within a straightforward formal paradigm, i.e., several connected levels of abstraction. Within this setting, many concrete models are discussed. On the one hand, models from mathematics, statistics and information science demonstrate how induction might succeed. On the other hand, standard examples from philosophy highlight fundamental difficulties. Thus it transpires that the difference between unbounded and bounded inductive steps is crucial: (...)
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  • Interpreting quantum field theory.Laura Ruetsche - 2002 - Philosophy of Science 69 (2):348-378.
    The availability of unitarily inequivalent representations of the canonical commutation relations constituting a quantization of a classical field theory raises questions about how to formulate and pursue quantum field theory. In a minimally technical way, I explain how these questions arise and how advocates of the Hilbert space and of the algebraic approaches to quantum theory might answer them. Where these answers differ, I sketch considerations for and against each approach, as well as considerations which might temper their apparent rivalry.
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  • Paranoia and reinforced dogmatism: Beyond critical rationality.Abraham Rudnick - 2003 - Philosophy of the Social Sciences 33 (3):339-350.
    Deviant forms of human thought may provide insight into epistemic standards, such as rationality. A comparative analysis of paranoia and reinforced dogmatism suggests that reinforced dogmatism, such as pseudo-science a-la-Popper, demonstrates a primary epistemic lack of critical rationality, that is, of testability, whereas paranoia demonstrates a lack of range of alternative statements leading secondarily to a lack of testability. This reflects the importance to both epistemology and psychiatry of epistemic standards in addition to testability, such as relevance to problems, and (...)
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  • A Philosophical Analysis of the General Methodology of Qualitative Research: A Critical Rationalist Perspective. [REVIEW]Abraham Rudnick - 2014 - Health Care Analysis 22 (3):1-10.
    Philosophical discussion of the general methodology of qualitative research, such as that used in some health research, has been inductivist or relativist to date, ignoring critical rationalism as a philosophical approach with which to discuss the general methodology of qualitative research. This paper presents a discussion of the general methodology of qualitative research from a critical rationalist perspective (inspired by Popper), using as an example mental health research. The widespread endorsement of induction in qualitative research is positivist and is suspect, (...)
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  • Evolutionary Epistemology and the Aim of Science.Darrell Patrick Rowbottom - 2010 - Australasian Journal of Philosophy 88 (2):209-225.
    Both Popper and van Fraassen have used evolutionary analogies to defend their views on the aim of science, although these are diametrically opposed. By employing Price's equation in an illustrative capacity, this paper considers which view is better supported. It shows that even if our observations and experimental results are reliable, an evolutionary analogy fails to demonstrate why conjecture and refutation should result in: (1) the isolation of true theories; (2) successive generations of theories of increasing truth-likeness; (3) empirically adequate (...)
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  • Logical empiricism in Turkish exile: Hans Reichenbach’s research and teaching activities at Istanbul University.Pascale Roure - 2022 - Synthese 200 (3):1-37.
    In this article, I seek to shed new light on a lesser-known stage of the development of Hans Reichenbach’s thought, namely his research, output and teaching activities at Istanbul University. I argue that the experience of Turkish exile was decisive in the elaboration of Reichenbach’s probability theory of meaning and knowledge. His work Experience and Prediction, produced while in Istanbul, should therefore be put in its Turkish context of elaboration and reception. To this end, I will take into consideration not (...)
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  • Siegel on naturalized epistemology and natural science.Paul A. Roth - 1983 - Philosophy of Science 50 (3):482-493.
    What is the relation of epistemology, understood as the study of the evaluation of knowledge claims, and empirical psychology, understood as the study of the causal generation of a person's beliefs? Quine maintains that the relation is one of “mutual containment”.Epistemology in its new setting, conversely, is contained in natural science, as a chapter of psychology. … We are studying how the human subject of our study posits bodies and projects his physics from his data, and we appreciate that our (...)
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  • Why operationism doesn't go away: Extrascientific incentives of social-psychological research.George C. Rosenwald - 1986 - Philosophy of the Social Sciences 16 (3):303-330.
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  • Inductivism and probabilism.Roger Rosenkrantz - 1971 - Synthese 23 (2-3):167 - 205.
    I I set out my view that all inference is essentially deductive and pinpoint what I take to be the major shortcomings of the induction rule.II The import of data depends on the probability model of the experiment, a dependence ignored by the induction rule. Inductivists admit background knowledge must be taken into account but never spell out how this is to be done. As I see it, that is the problem of induction.III The induction rule, far from providing a (...)
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  • Philosophy of science and the replicability crisis.Felipe Romero - 2019 - Philosophy Compass 14 (11):e12633.
    Replicability is widely taken to ground the epistemic authority of science. However, in recent years, important published findings in the social, behavioral, and biomedical sciences have failed to replicate, suggesting that these fields are facing a “replicability crisis.” For philosophers, the crisis should not be taken as bad news but as an opportunity to do work on several fronts, including conceptual analysis, history and philosophy of science, research ethics, and social epistemology. This article introduces philosophers to these discussions. First, I (...)
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  • Can the Behavioral Sciences Self-correct? A Social Epistemic Study.Felipe Romero - 2016 - Studies in History and Philosophy of Science Part A 60 (C):55-69.
    Advocates of the self-corrective thesis argue that scientific method will refute false theories and find closer approximations to the truth in the long run. I discuss a contemporary interpretation of this thesis in terms of frequentist statistics in the context of the behavioral sciences. First, I identify experimental replications and systematic aggregation of evidence (meta-analysis) as the self-corrective mechanism. Then, I present a computer simulation study of scientific communities that implement this mechanism to argue that frequentist statistics may converge upon (...)
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  • ‘Total evidence’ in phylogenetic systematics.Olivier Rieppel - 2009 - Biology and Philosophy 24 (5):607-622.
    Taking its clues from Popperian philosophy of science, cladistics adopted a number of assumptions of the empiricist tradition. These include the identification of a dichotomy between observation reports and theoretical statements and its subsequent abandonment on the basis of the insight that all observation reports are theory-laden. The neglect of the ‘context of discovery’, which is the step of theory (hypothesis) generation. The emphasis on coherentism in the ‘context of justification’, which is the step of evaluation of the relative merits (...)
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  • Towards a radical constructivist understanding of science.Alexander Riegler - 2001 - Foundations of Science 6 (1-3):1-30.
    Constructivism is the idea that we construct our own world rather than it being determined by an outside reality. Its most consistent form, Radical Constructivism (RC), claims that we cannot transcend our experiences. Thus it doesn't make sense to say that our constructions gradually approach the structure of an external reality. The mind is necessarily an epistemological solipsist, in contrast to being an ontological solipsist who maintains that this is all there is, namely a single mind within which the only (...)
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  • Hans Reichenbach, radio philosopher: a preliminary report.Alan W. Richardson - 2021 - Synthese 199 (5-6):12625-12641.
    This essay looks at some of the key aspects of Hans Reichenbach’s career as a radio engineer, broadcaster, and producer. It argues that some of the themes of Reichenbach’s logical empiricism can be illuminated by looking at them in relation to his work as a radio engineer during and after World War One. It also argues that attention to the educational activities he undertook in the new broadcast radio medium can help us understand that affinities he saw between logical empiricism (...)
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  • Science, Values, and the New Demarcation Problem.David B. Resnik & Kevin C. Elliott - 2023 - Journal for General Philosophy of Science / Zeitschrift für Allgemeine Wissenschaftstheorie 54 (2):259-286.
    In recent years, many philosophers of science have rejected the “value-free ideal” for science, arguing that non-epistemic values have a legitimate role to play in scientific inquiry. However, this philosophical position raises the question of how to distinguish between legitimate and illegitimate influences of values in science. In this paper, we argue that those seeking to address this “new” demarcation problem can benefit by drawing lessons from the “old” demarcation problem, in which philosophers tried to find a way of distinguishing (...)
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  • Repairing the reticulated model of scientific rationality.David Resnik - 1994 - Erkenntnis 40 (3):343 - 355.
    InScience and Values (1984) and other, more recent, works, e.g. (1987a, 1987b, 1989a, 1989b, 1990), Larry Laudan proposes a theory of scientific debate he dubs the reticulated model of scientific rationality (Laudan, 1984, pp. 50–66). The model stands in sharp contrast to hierarchical approaches to rationality exemplified by Popper (1959), Hempel (1965), and Reichenbach (1938), as well as the conventionalist views of rationality defended by Carnap (1950), Popper (1959), Kuhn (1962), and Lakatos (1978). Ironically, the model commits some of the (...)
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  • How to Derive Aristotle’s Categories from First Principles.Karl Reed & Humphrey P. van Polanen Petel - 2021 - Axiomathes 32 (Suppl 2):113-147.
    We propose a model of cognition grounded in ancient Greek philosophy which encompasses Aristotle’s categories. Taking for First Principles the brute facts of the mental actions of separation, aggregation and ordering, we derive Aristotle’s categories as follows. First, Separation lets us see single entities, giving the simple concept of an individual. Next, Aggregation lets us see instances of some kind, giving the basic concept of a particular. Then, Ordering lets us see both wholes-with-parts as well as parts-of-some-whole, giving the subtle (...)
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  • Epistemology Contextualized: Social-Scientific Knowledge in a Postpositivist Era.Isaac Ariail Reed - 2010 - Sociological Theory 28 (1):20-39.
    In the production of knowledge about social life, two social contexts come together: the context of investigation, consisting of the social world of the investigator, and the context of explanation, consisting of the social world of the actors who are the subject of study. The nature of, and relationship between, these contexts is imagined in philosophy; managed, rewarded, and sanctioned in graduate seminars, journal reviews, and tenure cases; and practiced in research. Positivism proposed to produce objective knowledge by suppressing the (...)
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  • A Battle in the Statistics Wars: a simulation-based comparison of Bayesian, Frequentist and Williamsonian methodologies.Mantas Radzvilas, William Peden & Francesco De Pretis - 2021 - Synthese 199 (5-6):13689-13748.
    The debates between Bayesian, frequentist, and other methodologies of statistics have tended to focus on conceptual justifications, sociological arguments, or mathematical proofs of their long run properties. Both Bayesian statistics and frequentist (“classical”) statistics have strong cases on these grounds. In this article, we instead approach the debates in the “Statistics Wars” from a largely unexplored angle: simulations of different methodologies’ performance in the short to medium run. We conducted a large number of simulations using a straightforward decision problem based (...)
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