Thinking About the Ultimate Argument for Realism∗
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Conjunction Fallacy' Revisited: How Intelligent Inferences Look Like Reasoning Errors
Journal of Behavioral Decision Making J. Behav. Dec. Making, 12: 275±305 (1999) The `Conjunction Fallacy' Revisited: How Intelligent Inferences Look Like Reasoning Errors RALPH HERTWIG* and GERD GIGERENZER Max Planck Institute for Human Development, Berlin, Germany ABSTRACT Findings in recent research on the `conjunction fallacy' have been taken as evid- ence that our minds are not designed to work by the rules of probability. This conclusion springs from the idea that norms should be content-blind Ð in the present case, the assumption that sound reasoning requires following the con- junction rule of probability theory. But content-blind norms overlook some of the intelligent ways in which humans deal with uncertainty, for instance, when drawing semantic and pragmatic inferences. In a series of studies, we ®rst show that people infer nonmathematical meanings of the polysemous term `probability' in the classic Linda conjunction problem. We then demonstrate that one can design contexts in which people infer mathematical meanings of the term and are therefore more likely to conform to the conjunction rule. Finally, we report evidence that the term `frequency' narrows the spectrum of possible interpreta- tions of `probability' down to its mathematical meanings, and that this fact Ð rather than the presence or absence of `extensional cues' Ð accounts for the low proportion of violations of the conjunction rule when people are asked for frequency judgments. We conclude that a failure to recognize the human capacity for semantic and pragmatic inference can lead rational responses to be misclassi®ed as fallacies. Copyright # 1999 John Wiley & Sons, Ltd. KEY WORDS conjunction fallacy; probabalistic thinking; frequentistic thinking; probability People's apparent failures to reason probabilistically in experimental contexts have raised serious concerns about our ability to reason rationally in real-world environments. -
Graphical Techniques in Debiasing: an Exploratory Study
GRAPHICAL TECHNIQUES IN DEBIASING: AN EXPLORATORY STUDY by S. Bhasker Information Systems Department Leonard N. Stern School of Business New York University New York, New York 10006 and A. Kumaraswamy Management Department Leonard N. Stern School of Business New York University New York, NY 10006 October, 1990 Center for Research on Information Systems Information Systems Department Leonard N. Stern School of Business New York University Working Paper Series STERN IS-90-19 Forthcoming in the Proceedings of the 1991 Hawaii International Conference on System Sciences Center for Digital Economy Research Stem School of Business IVorking Paper IS-90-19 Center for Digital Economy Research Stem School of Business IVorking Paper IS-90-19 2 Abstract Base rate and conjunction fallacies are consistent biases that influence decision making involving probability judgments. We develop simple graphical techniques and test their eflcacy in correcting for these biases. Preliminary results suggest that graphical techniques help to overcome these biases and improve decision making. We examine the implications of incorporating these simple techniques in Executive Information Systems. Introduction Today, senior executives operate in highly uncertain environments. They have to collect, process and analyze a deluge of information - most of it ambiguous. But, their limited information acquiring and processing capabilities constrain them in this task [25]. Increasingly, executives rely on executive information/support systems for various purposes like strategic scanning of their business environments, internal monitoring of their businesses, analysis of data available from various internal and external sources, and communications [5,19,32]. However, executive information systems are, at best, support tools. Executives still rely on their mental or cognitive models of their businesses and environments and develop heuristics to simplify decision problems [10,16,25]. -
Philosophy of Science Reading List
Philosophy of Science Area Comprehensive Exam Reading List Revised September 2011 Exam Format: Students will have four hours to write answers to four questions, chosen from a list of approximately 20-30 questions organized according to topic: I. General Philosophy of Science II. History of Philosophy of Science III. Special Topics a. Philosophy of Physics b. Philosophy of Biology c. Philosophy of Mind / Cognitive Science d. Logic and Foundations of Mathematics Students are required to answer a total of three questions from sections I and II (at least one from each section), and one question from section III. For each section, we have provided a list of core readings—mostly journal articles and book chapters—that are representative of the material with which we expect you to be familiar. Many of these readings will already be familiar to you from your coursework and other reading. Use this as a guide to filling in areas in which you are less well- prepared. Please note, however, that these readings do not constitute necessary or sufficient background to pass the comp. The Philosophy of Science area committee assumes that anyone who plans to write this exam has a good general background in the area acquired through previous coursework and independent reading. Some anthologies There are several good anthologies of Philosophy of Science that will be useful for further background (many of the articles listed below are anthologized; references included in the list below). Richard Boyd, Philip Gasper, and J.D. Trout, eds., The Philosophy of Science (MIT Press, 991). Martin Curd and J. -
Conversations with Alan Musgrave
Rationality and Reality STUDIES IN HISTORY AND PHILOSOPHY OF SCIENCE VOLUME 20 General Editor: S. GAUKROGER, University of Sydney Editorial Advisory Board: RACHEL ANKENY, University of Sydney STEVEN FRENCH, University of Leeds DAVID PAPINEAU, King’ s College London NICHOLAS RASMUSSEN, University of New South Wales JOHN SCHUSTER, University of New South Wales RICHARD YEO, Griffith University RATIONALITY AND REALITY Conversations with Alan Musgrave Edited by COLIN CHEYNE University of Otago, DDunedin, New Zealand and JOHN WORRALL London School of Economics, London, UK A C.I.P. Catalogue record for this book is available from the Library of Congress. ISBN-10 1-4020-4206-X (HB) ISBN-13 978-1-4020-4206-X (HB) ISBN-10 1-4020-4207-8 (e-book) ISBN-13 978-1-4020-4207-8 (e-book) Published by Springer, P.O. Box 17, 3300 AA Dordrecht, The Netherlands. www.springer.com Cover: Photograph of Alan Musgrave used with kind permission of Gudrun Perin, Guelph, Canada Printed on acid-free paper All Rights Reserved © 2006 Springer No part of this work may be reproduced, stored in a retrieval system, or transmitted in any form or by any means, electronic, mechanical, photocopying, microfilming, recording or otherwise, without written permission from the Publisher, with the exception of any material supplied specifically for the purpose of being entered and executed on a computer system, for exclusive use by the purchaser of the work. Printed in the Netherlands. TABLE OF CONTENTS Acknowledgements vii Notes on Contributors ix COLIN CHEYNE / Introduction 1 GREGORY CURRIE / Where Does the Burden of Theory Lie? 7 COLIN CHEYNE / Testimony, Induction and Reasonable Belief 19 JOHN WORRALL / Theory-Confirmation and History 31 DEBORAH G. -
Contributing to a Better Understanding of the Contemporary Debate
ABCD springer.com Contributing to a better understanding of the contemporary debate A Treatise of Legal Philosophy and General Jurisprudence S 6–8 VOLUME Editor-in-Chief: Enrico Pattaro, CIRSFID and Law Faculty, University of Bologna, Italy Now Available! The fi rst ever multivolume treatment of the issues in legal philosophy and general jurisprudence, from both a theoretical and a historical perspective. A classical reference work that would be of great interest to legal and practical philosophers, as well as jurists and Philosophy of Law-scholar at all levels The entire work is divided into three parts: The Theoretical part (published in 2005) consists of 5 volumes and covers the main topics of contemporary debate. The Historical part consists of 6 volumes and is scheduled to be published during 2006 (volumes 6-8) and 2007 (volumes 9-11) and volume 12 (index). The historical volumes account for the development of legal thought from ancient Greek times through the twentieth century. Vol. 6: A History of the Philosophy of Law from the Ancient Greeks to the Scholastics – 3 Fred D. Miller Jr. E VOLUM Vol. 7: The Jurists’ Philosophy of Law from Rome to the Seventeenth Century – SET Andrea Padovani & Peter Stein Vol. 8: A History of the Philosophy of Law from the Seventeenth Century to 1900 in the Common-Law Tradition – Diethelm Klippel 2006, 1.090 p. (3 volume set), Harcover ISBN 1-4020-4950-1 € 399,00 | £307.00 | $535.00 Easy Ways to Order for the Americas Write: Springer Order Department, PO Box 2485, Secaucus, NJ 07096-2485, USA Call: (toll free) 1-800-SPRINGER Fax: +1(201)348-4505 Email: [email protected] or for outside the Americas Write: Springer Distribution Center GmbH, Haberstrasse 7, 69126 Heidelberg, Germany Call: +49 (0) 6221-345-4301 Fax : +49 (0) 6221-345-4229 Email: [email protected] Prices are subject to change without notice. -
Zusammenfassung
Zusammenfassung Auf den folgenden beiden Seiten werden die zuvor detailliert darge- stellten 100 Fehler nochmals übersichtlich gruppiert und klassifiziert. Der kompakte Überblick soll Sie dabei unterstützen, die systemati- schen Fehler durch geeignete Maßnahmen möglichst zu verhindern beziehungsweise so zu reduzieren, dass sich keine allzu negativen Auswirkungen auf Ihr operatives Geschäft ergeben! Eine gezielte und strukturierte Auseinandersetzung mit den Fehler(kategorie)n kann Sie ganz allgemein dabei unterstützen, Ihr Unternehmen „resilienter“ und „antifragiler“ aufzustellen, das heißt, dass Sie von negativen Entwicklungen nicht sofort umgeworfen werden (können). Außerdem kann eine strukturierte Auseinander- setzung auch dabei helfen, sich für weitere, hier nicht explizit genannte – aber ähnliche – Fehler zu wappnen. © Springer Fachmedien Wiesbaden GmbH, ein Teil von Springer Nature 2019 402 C. Glaser, Risiko im Management, https://doi.org/10.1007/978-3-658-25835-1 403 Zusammenfassung Zu viele Zu wenig Nicht ausreichend Informationen Informationsgehalt Zeit zur Verfügung Deshalb beachten wir Deshalb füllen wir die Deshalb nehmen wir häufig typischerweise nur… Lücken mit… an, dass… Veränderungen Mustern und bekannten wir Recht haben Außergewöhnliches Geschichten wir das schaffen können Wiederholungen Allgemeinheiten und das Naheliegendste auch Bekanntes/Anekdoten Stereotypen das Beste ist Bestätigungen vereinfachten wir beenden sollten, was Wahrscheinlichkeiten und wir angefangen haben Zahlen unsere Optionen einfacheren -
Criticism and the Growth of Knowledge
CRITICISM AND THE GROWTH OF KNOWLEDGE Proceedings of the International Colloquium in the Philosophy of Science, London, ig 6^, volume 4 Edited by IMRE LAKATOS Professor of Logic, University of London ALAN MUSGRAVE Professor of Philosophy, University of Otago CAMBRIDGE AT THE UNIVERSITY PRESS 1970 CONTENTS Published by the Syndics of the Cambridge University Press Page Bentley House, 200 Euston Road, London N.W .i Preface vii American Branch: 32 East 57th Street, New York, N.Y. 10022 T. s. KUHN: Logic of Discovery or Psychology of Research? i © Cambridge University Press 1970 Library of Congress Catalogue Card Number 78-105496 Discussion: j. w. N. WATKINS: Against ‘Normal Science’ 25 Standard Book Number: 521 07826 i toulmin: Does the Distinction between Normal and Revolutionary Science Hold Water? 39 L. PEARCE williams: Normal Science, Scientific Revolutions / ^ d the History of Science 49 popper: Normal Science and its Dangers 5^ uJVfiC^ARET masterman: The Nature of a Paradigm 59 i I: Lakatos: Falsification and the Methodology of Scientific Research Programmes 9^ K„ feyer aben d : Consolations for the Specialist 197 s. KUHN: Reflections on my Critics 231 Index 279 Printed in Great Britain at the University Press, Aberdeen PREFACE This book constitutes the fourth volume of the Proceedings of the 1965 International Colloquium in the Philosophy of Science held at Bedford College, Regent’s Park, London, from i i to 17 July 1965. The Colloquium was organized jointly by the British Society for the Philosophy of Science and the London School of Economics and Political Science, under the auspices of the Division of Logic, Methodology and Philosophy of Science of the International Union of History and Philosophy of Seience. -
Statistical Tips for Interpreting Scientific Claims
Research Skills Seminar Series 2019 CAHS Research Education Program Statistical Tips for Interpreting Scientific Claims Mark Jones Statistician, Telethon Kids Institute 18 October 2019 Research Skills Seminar Series | CAHS Research Education Program Department of Child Health Research | Child and Adolescent Health Service ResearchEducationProgram.org © CAHS Research Education Program, Department of Child Health Research, Child and Adolescent Health Service, WA 2019 Copyright to this material produced by the CAHS Research Education Program, Department of Child Health Research, Child and Adolescent Health Service, Western Australia, under the provisions of the Copyright Act 1968 (C’wth Australia). Apart from any fair dealing for personal, academic, research or non-commercial use, no part may be reproduced without written permission. The Department of Child Health Research is under no obligation to grant this permission. Please acknowledge the CAHS Research Education Program, Department of Child Health Research, Child and Adolescent Health Service when reproducing or quoting material from this source. Statistical Tips for Interpreting Scientific Claims CONTENTS: 1 PRESENTATION ............................................................................................................................... 1 2 ARTICLE: TWENTY TIPS FOR INTERPRETING SCIENTIFIC CLAIMS, SUTHERLAND, SPIEGELHALTER & BURGMAN, 2013 .................................................................................................................................. 15 3 -
Who Uses Base Rates and <Emphasis Type="Italic">P </Emphasis>(D
Memory & Cognition 1998,26 (1), 161-179 Who uses base rates and P(D/,..,H)? An analysis ofindividual differences KEITHE. STANOVICH University ofToronto, Toronto, Ontario, Canada and RICHARD F. WEST James Madison University, Harrisonburg, Virginia In two experiments, involving over 900 subjects, we examined the cognitive correlates of the ten dency to view P(D/- H) and base rate information as relevant to probability assessment. Wefound that individuals who viewed P(D/- H) as relevant in a selection task and who used it to make the proper Bayesian adjustment in a probability assessment task scored higher on tests of cognitive ability and were better deductive and inductive reasoners. They were less biased by prior beliefs and more data driven on a covariation assessment task. In contrast, individuals who thought that base rates were rel evant did not display better reasoning skill or higher cognitive ability. Our results parallel disputes about the normative status of various components of the Bayesian formula in interesting ways. Itis ar gued that patterns of covariance among reasoning tasks may have implications for inferences about what individuals are trying to optimize in a rational analysis (J. R. Anderson, 1990, 1991). Twodeviations from normatively correct Bayesian rea and were asked to choose which pieces of information soning have been the focus ofmuch research. The two de they would need in order to determine whether the patient viations are most easily characterized ifBayes' rule is ex had the disease "Digirosa," The four pieces of informa pressed in the ratio form, where the odds favoring the focal tion were the percentage ofpeople with Digirosa, the per hypothesis (H) are derived by multiplying the likelihood centage of people without Digirosa, the percentage of ratio ofthe observed datum (D) by the prior odds favor people with Digirosa who have a red rash, and the per ing the focal hypothesis: centage ofpeople without Digirosa who have a red rash. -
Is Racial Profiling a Legitimate Strategy in the Fight Against Violent Crime?
Philosophia https://doi.org/10.1007/s11406-018-9945-1 Is Racial Profiling a Legitimate Strategy in the Fight against Violent Crime? Neven Sesardić1 Received: 21 August 2017 /Revised: 15 December 2017 /Accepted: 2 January 2018 # Springer Science+Business Media B.V., part of Springer Nature 2018 Abstract Racial profiling has come under intense public scrutiny especially since the rise of the Black Lives Matter movement. This article discusses two questions: (1) whether racial profiling is sometimes rational, and (2) whether it can be morally permissible. It is argued that under certain circumstances the affirmative answer to both questions is justified. Keywords Racial profiling . Discrimination . Police racism . Black lives matter. Bayes’s theorem . Base rate fallacy. Group differences 1 Introduction The Black Lives Matter (BLM) movement is driven by the belief that the police systematically discriminate against blacks. If such discrimination really occurs, is it necessarily morally unjustified? The question sounds like a provocation. For isn’t it obviously wrong to treat people differently just because they differ with respect to an inconsequential attribute like race or skin color? Indeed, racial profiling does go against Martin Luther King’s dream of a color-blind society where people Bwill not be judged by the color of their skin, but by the content of their character.^ The key question, however, is whether this ideal is achievable in the real world, as it is today, with some persistent statistical differences between the groups. Figure 1 shows group differences in homicide rates over a 29-year period, according to the Department of Justice (DOJ 2011:3): As we see (the red rectangle), the black/white ratio of the frequency of homicide offenders in these two groups is 7.6 (i.e., 34.4/4.5). -
Drøfting Og Argumentasjon
Bibliotekarstudentens nettleksikon om litteratur og medier Av Helge Ridderstrøm (førsteamanuensis ved OsloMet – storbyuniversitetet) Sist oppdatert 04.12.20 Drøfting og argumentasjon Ordet drøfting er norsk, og innebærer en diskuterende og problematiserende saksframstilling, med argumentasjon. Det er en systematisk diskusjon (ofte med seg selv). Å drøfte betyr å finne argumenter for og imot – som kan støtte eller svekke en påstand. Drøfting er en type kritisk tenking og refleksjon. Det kan beskrives som “systematisk og kritisk refleksjon” (Stene 2003 s. 106). Ordet brukes også som sjangerbetegnelse. Drøfting krever selvstendig tenkning der noe vurderes fra ulike ståsteder/ perspektiver. Den som drøfter, må vise evne til flersidighet. Et emne eller en sak ses fra flere sider, det veies for og imot noe, med styrker og svakheter, fordeler og ulemper. Den personen som drøfter, er på en måte mange personer, perspektiver og innfallsvinkler i én og samme person – først i sitt eget hode, og deretter i sin tekst. Idealet har blitt kalt “multiperspektivering”, dvs. å se noe fra mange sider (Nielsen 2010 s. 108). “Å drøfte er å diskutere med deg selv. En drøfting består av argumentasjon hvor du undersøker og diskuterer et fenomen fra flere sider. Drøfting er å kommentere og stille spørsmål til det du har redegjort for. Å drøfte er ikke bare å liste opp hva ulike forfattere sier, men å vise at det finnes ulike tolkninger og forståelser av hva de skriver om. Gjennom å vurdere de ulike tolkningene opp mot problemstillingen, foretar du en drøfting.” (https://student.hioa.no/argumentasjon-drofting-refleksjon; lesedato 19.10.18) I en drøfting inngår det å “vurdere fagkunnskap fra ulike perspektiver og ulike sider. -
Rationality and Reality Conversations with Alan Musgrave
springer.com Philosophy : Epistemology Cheyne, Colin, Worrall, John (Eds.) Rationality and Reality Conversations with Alan Musgrave Contains an interaction of Musgrave’s views with a wide variety of his critics and admirers Brings together diverse aspects of Musgrave’s long-standing defence of realism and rationality Musgrave’s unique perspective on Karl Popper’s epistemology is both developed and scrutinized Alan Musgrave has consistently defended two positions that he regards as commonsensical – critical realism and critical rationalism. In defence of critcal realism he argues for the objective existence of the external world as opposed to idealism, as well as arguing for scientific realism against all anti-realist accounts of science. His critical rationalism is drawn from the work of Karl Popper and stands opposed to inductivist and irrationalist methodologies. In defence of Springer these positions, Musgrave’s writings have covered a wide range of topics in epistemology, 2006, X, 326 p. metaphysics, philosophy of science, philosophy of mathematics, history of science, theories of 1st truth, and economic theory. In this volume a group of internationally-renowned authors discuss edition themes that are relevant in one way or another to Musgrave’s work. This is not intended as a standard celebratory festschrift but rather as a new examination of topics of current interest in philosophy. The contributory essays are followed by responses from Alan Musgrave himself. Printed book Hardcover Order online at springer.com/booksellers Printed book Springer Nature Customer Service Center LLC 233 Spring Street Hardcover New York, NY 10013 ISBN 978-1-4020-4206-5 USA $ 219,99 T: +1-800-SPRINGER NATURE Available (777-4643) or 212-460-1500 Discount group [email protected] Professional Books (2) Product category Contributed volume Series Studies in History and Philosophy of Science Other renditions Softcover ISBN 978-90-481-7072-2 Prices and other details are subject to change without notice.