{"product_id":"reproducibility-isbn-9781118864975","title":"Reproducibility","description":"\u003cp\u003e\u003cb\u003e2017 PROSE Award Honorable Mention\u003c\/b\u003e\u003cbr\u003e\u003ci\u003eThe PROSE Awards draw attention to pioneering works of research and for contributions to the conception, production, and design of landmark works in their fields.\u003cbr\u003e\u003cbr\u003e\u003c\/i\u003eFeaturing peer-reviewed contributions from noted experts in their fields of research, \u003ci\u003eReproducibility: Principles, Problems, Practices, and Prospects \u003c\/i\u003epresents state-of-the-art approaches to reproducibility, the gold standard of sound science, from multi- and interdisciplinary perspectives. Including comprehensive coverage for implementing and reflecting the norm of reproducibility in various pertinent fields of research, the book focuses on how the reproducibility of results is applied, how it may be limited, and how such limitations can be understood or even controlled in the natural sciences, computational sciences, life sciences, social sciences, and studies of science and technology.\u003cbr\u003e\u003cbr\u003eThe book presents many chapters devoted to a variety of methods and techniques, as well as their epistemic and ontological underpinnings, which have been developed to safeguard reproducible research and curtail deficits and failures. The book also investigates the political, historical, and social practices that underlie reproducible research in contemporary science studies, including the difficulties of good scientific practice and the ethos of reproducibility in modern innovation societies.\u003cbr\u003e\u003cbr\u003e\u003ci\u003eReproducibility: Principles, Problems, Practices, and Prospects \u003c\/i\u003eis a guide for researchers who are interested in the general and overarching questions behind the concept of reproducibility; for active scientists who are confronted with practical reproducibility problems in their everyday work; and for economic stakeholders and political decision makers who need to better understand the challenges of reproducibility. In addition, the book is a useful in-depth primer for undergraduate and graduate-level courses in scientific methodology and basic issues in the philosophy and sociology of science from a modern perspective.\u003cbr\u003e\u003cbr\u003e\u003ci\u003e“A comprehensive, insightful treatment of the reproducibility challenges facing science today and of ways in which the scientific community can address them.”\u003c\/i\u003e \u003cb\u003e\u003ci\u003eKathleen Hall Jamieson, Elizabeth Ware Packard Professor of Communication, \u003c\/i\u003e\u003c\/b\u003e\u003cb\u003e\u003ci\u003eUniversity of Pennsylvania\u003cbr\u003e\u003c\/i\u003e\u003c\/b\u003e\u003cbr\u003e\u003ci\u003e“How can we make sure that reproducible research remains a key imperative of scientific communication under increasing commercialization, media attention, and publication pressure? This handbook offers the first interdisciplinary and fundamental treatment of this important question.”\u003c\/i\u003e\u003cb\u003e\u003ci\u003eTorsten Hothorn, Professor of Biostatistics, University of Zurich\u003c\/i\u003e\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003eHarald Atmanspacher, PhD, \u003c\/b\u003eis Associate Fellow and staff member at Collegium Helveticum, ETH and University Zurich and is also President of the Society for Mind-Matter Research.  He has pioneered advances in complex dynamical systems research and in a number of topics concerned with the relation between the mental and physical.\u003c\/p\u003e \u003cp\u003e\u003cb\u003eSabine Maasen, PhD,\u003c\/b\u003e is Professor for Sociology of Science and Director of the Munich Center for Technology in Society (TU Munich) and Associate Fellow at Collegium Helveticum (ETH and University Zurich).  Her research focuses on the interface of science, technology, and society, notably with respect to neuroscience and its applications. \u003c\/p\u003e \u003cp\u003eContributors ix\u003c\/p\u003e \u003cp\u003eIntroduction 1\u003cbr\u003e \u003ci\u003eHarald Atmanspacher and Sabine Maasen\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePart I: Contextual Backgrounds Introductory Remarks 9\u003cbr\u003e \u003c\/b\u003e\u003ci\u003eHarald Atmanspacher\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003eReproducibility, Objectivity, Invariance 13\u003cbr\u003e \u003ci\u003eHolm Tetens\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003eReproducibility between Production and Prognosis 21\u003cbr\u003e \u003ci\u003eWalther Ch. Zimmerli\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003eStability and Replication of Experimental Results: A Historical Perspective 39\u003cbr\u003e \u003ci\u003eFriedrich Steinle\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003eReproducibility of Experiments: Experimenters’ Regress, Statistical Uncertainty Principle, and the Replication Imperative 65\u003cbr\u003e \u003ci\u003eHarry Collins\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePart II: Statistical Issues Introductory Remarks 83\u003cbr\u003e \u003c\/b\u003e\u003ci\u003eHarald Atmanspacher\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003eStatistical Issues in Reproducibility 87\u003cbr\u003e \u003ci\u003eWerner A. Stahel\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003eModel Selection, Data Distributions and Reproducibility 115\u003cbr\u003e \u003ci\u003eRichard Shiffrin and Suyog Chandramouli\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003eReproducibility from the Perspective of Meta-Analysis 141\u003cbr\u003e \u003ci\u003eWerner Ehm\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003eWhy Are There so Many Clustering Algorithms, and How Valid Are Their Results? 169\u003cbr\u003e \u003ci\u003eVladimir Estivill-Castro\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePart III: Physical Sciences Introductory Remarks 201\u003cbr\u003e \u003c\/b\u003e\u003ci\u003eHarald Atmanspacher\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003eFacilitating Reproducibility in Scientific Computing: Principles and Practice 205\u003cbr\u003e \u003ci\u003eDavid H. Bailey, Jonathan M. Borwein, and Victoria Stodden\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003eMethodological Issues in the Study of Complex Systems 233\u003cbr\u003e \u003ci\u003eHarald Atmanspacher and Gerda Demmel\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003eRare and Extreme Events 251\u003cbr\u003e \u003ci\u003eHolger Kantz\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003eScience under Societal Scrutiny: Reproducibility in Climate Science 269\u003cbr\u003e \u003ci\u003eGeorg Feulner\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePart IV: Life Sciences Introductory Remarks 287\u003cbr\u003e \u003c\/b\u003e\u003ci\u003eHarald Atmanspacher\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003eFrom Mice to Men: Translation from Bench to Bedside 291\u003cbr\u003e \u003ci\u003eMarianne Martic-Kehl and P. August Schubiger\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003eA Continuum of Reproducible Research in Drug Development 315\u003cbr\u003e \u003ci\u003eGerd Folkers and Sabine Baier\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003eRandomness as a Building Block for Reproducibility in Local Cortical Networks 325\u003cbr\u003e \u003ci\u003eJohannes Lengler and Angelika Steger\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003eNeural Reuse and in-Principle Limitations on Reproducibility in Cognitive Neuroscience 341\u003cbr\u003e \u003ci\u003eMichael L. Anderson\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003eOn the Difference between Persons and Things– Reproducibility in Social Contexts 363\u003cbr\u003e \u003ci\u003eKai Vogeley\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePart V: Social Sciences Introductory Remarks 385\u003cbr\u003e \u003c\/b\u003e\u003ci\u003eSabine Maasen and Harald Atmanspacher\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003eOrder Effects in Sequential Judgments and Decisions 391\u003cbr\u003e \u003ci\u003eZheng Wang and Jerome Busemeyer\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003eReproducibility in the Social Sciences 407\u003cbr\u003e \u003ci\u003eMartin Reinhart\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003eAccurate But Not Reproducible? The Possible Worlds of Public Opinion Research 425\u003cbr\u003e \u003ci\u003eFelix Keller\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003eDepending on Numbers 447\u003cbr\u003e \u003ci\u003eTheodore M. Porter\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003eScience between Trust and Control: Non-Reproducibility in Scholarly Publishing 467\u003cbr\u003e \u003ci\u003eMartina Franzen\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePart VI: Wider Perspectives Introductory Remarks 487\u003cbr\u003e \u003c\/b\u003e\u003ci\u003eSabine Maasen and Harald Atmanspacher\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003eRepetition with a Difference: Reproducibility in Literature Studies 491\u003cbr\u003e \u003ci\u003eLadina Bezzola Lambert\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003eRepetition Impossible: Co-Affection by Mimesis and Self-Mimesis 511\u003cbr\u003e \u003ci\u003eHinderk Emrich\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003eRelevance Criteria for Reproducibility: The Contextual Emergence of Granularity 527|\u003cbr\u003e \u003ci\u003eHarald Atmanspacher\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003eThe Quest for Reproducibility Viewed in the Context of Innovation Societies 541\u003cbr\u003e \u003ci\u003eSabine Maasen\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003eIndex 563\u003c\/p\u003e \u003cp\u003e\u003cb\u003eHarald Atmanspacher, PhD, \u003c\/b\u003eis Associate Fellow and staff member at Collegium Helveticum, ETH and University Zurich and is also President of the Society for Mind-Matter Research.  He has pioneered advances in complex dynamical systems research and in a number of topics concerned with the relation between the mental and physical.\u003c\/p\u003e \u003cb\u003eSabine Maasen, PhD,\u003c\/b\u003e is Professor for Sociology of Science and Director of the Munich Center for Technology in Society (TU Munich) and Associate Fellow at Collegium Helveticum (ETH and University Zurich).  Her research focuses on the interface of science, technology, and society, notably with respect to neuroscience and its applications. \u003cp\u003e\u003cb\u003e“A comprehensive, insightful treatment of the reproducibility challenges facing science today and of ways in which the scientific community can address them.”\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003e-- Kathleen Hall Jamieson, Elizabeth Ware Packard Professor of Communication, University of Pennsylvania\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003e“How can we make sure that reproducible research remains a key imperative of scientific communication under increasing commercialization, media attention, and publication pressure? This handbook offers the first interdisciplinary and fundamental treatment of this important question.”\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003e                                    -- Torsten Hothorn, Professor of Biostatistics, University of Zurich\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eFeaturing peer-reviewed contributions from noted experts in their fields of research,\u003ci\u003e Reproducibility: Principles, Problems, Practices, and Prospects\u003c\/i\u003e presents state-of-the-art approaches to reproducibility, the gold standard sound science, from multi- and interdisciplinary perspectives. Including comprehensive coverage for implementing and reflecting the norm of reproducibility in various pertinent fields of research, the book focuses on how the reproducibility of results is applied, how it may be limited, and how such limitations can be understood or even controlled in the natural sciences, computational sciences, life sciences, social sciences, and studies of science and technology.\u003c\/p\u003e \u003cp\u003eThe book presents many chapters devoted to a variety of methods and techniques, as well as their epistemic and ontological underpinnings, which have been developed to safeguard reproducible research and curtail deficits and failures. The book also investigates the political, historical, and social practices that underlie reproducible research in contemporary science studies, including the difficulties of good scientific practice and the ethos of reproducibility in modern innovation societies. \u003c\/p\u003e \u003cp\u003e\u003ci\u003eReproducibility: Principles, Problems, Practices, and Prospects\u003c\/i\u003e is a guide for researchers who are interested in the general and overarching questions behind the concept of reproducibility, for active scientists who are confronted with practical reproducibility problems in their everyday work, and for economic stakeholders and political decision makers who need to better understand the challenges of reproducibility. In addition, the book is a useful in-depth primer for upper-undergraduate and graduate-level courses in scientific methodology and basic issues in the philosophy and sociology of science from a modern perspective.\u003c\/p\u003e \u003cp\u003e\u003cb\u003eHarald Atmanspacher, PhD, \u003c\/b\u003eis Associate Fellow and staff member at Collegium Helveticum, ETH and University Zurich and is also President of the Society for Mind-Matter Research.  He has pioneered advances in complex dynamical systems research and in a number of topics concerned with the relation between the mental and physical.\u003c\/p\u003e \u003cb\u003eSabine Maasen, PhD,\u003c\/b\u003e is Professor for Sociology of Science and Director of the Munich Center for Technology in Society (TU Munich) and Associate Fellow at Collegium Helveticum (ETH and University Zurich).  Her research focuses on the interface of science, technology, and society, notably with respect to neuroscience and its applications. 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