Reproducibility and Replicability in Science
Reproducibility and Replicability in Science

Author: National Academies of Sciences, Engineering, and Medicine

Publisher: National Academies Press

Published: 2019-10-20

Total Pages: 257

ISBN-13: 0309486165

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One of the pathways by which the scientific community confirms the validity of a new scientific discovery is by repeating the research that produced it. When a scientific effort fails to independently confirm the computations or results of a previous study, some fear that it may be a symptom of a lack of rigor in science, while others argue that such an observed inconsistency can be an important precursor to new discovery. Concerns about reproducibility and replicability have been expressed in both scientific and popular media. As these concerns came to light, Congress requested that the National Academies of Sciences, Engineering, and Medicine conduct a study to assess the extent of issues related to reproducibility and replicability and to offer recommendations for improving rigor and transparency in scientific research. Reproducibility and Replicability in Science defines reproducibility and replicability and examines the factors that may lead to non-reproducibility and non-replicability in research. Unlike the typical expectation of reproducibility between two computations, expectations about replicability are more nuanced, and in some cases a lack of replicability can aid the process of scientific discovery. This report provides recommendations to researchers, academic institutions, journals, and funders on steps they can take to improve reproducibility and replicability in science.

Speculation
Speculation

Author: Gayle Rogers

Publisher: Columbia University Press

Published: 2021-07-06

Total Pages: 157

ISBN-13: 0231553498

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In the modern world, why do we still resort to speculation? Advances in scientific and statistical reasoning are supposed to have provided greater certainty in making claims about the future. Yet we constantly spin out scenarios about tomorrow, for ourselves or for entire societies, with flimsy or no evidence. Insubstantial speculations—from utopian thinking to high-risk stock gambles—often provoke fierce backlash, even when they prove prophetic for the world we come to inhabit. Why does this hypothetical way of thinking generate such controversy? In this cultural, literary, and intellectual history, Gayle Rogers traces debates over speculation from antiquity to the present. Celebrated by Boethius as the height of humanity’s mental powers but denigrated as sinful by John Calvin, speculation eventually became central to the scientific revolution’s new methods of seeing the natural world. In the nineteenth century, writers such as Jane Austen used the concept to diagnose the marriage market, redefining speculation for the purpose of social critique. Speculation fueled the development of modern capitalism, spurring booms, busts, and bubbles, and recently artificial intelligence has automated the speculation previously done by humans, with uncertain and troubling consequences. Unraveling these histories and many other disputes, Rogers argues that what has always been at stake in arguments over speculation, and why it so often appears so threatening, is the authority to produce and control knowledge about the future. Recasting centuries of contests over the power to anticipate tomorrow, this book reveals the crucial role speculation has played in how we create—and potentially destroy—the future.

The Book of Evidence
The Book of Evidence

Author: Peter Achinstein

Publisher: Oxford University Press

Published: 2001-09-20

Total Pages: 300

ISBN-13: 0198032919

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What is required for something to be evidence for a hypothesis? In this fascinating, elegantly written work, distinguished philosopher of science Peter Achinstein explores this question, rejecting typical philosophical and statistical theories of evidence. He claims these theories are much too weak to give scientists what they want--a good reason to believe--and, in some cases, they furnish concepts that mistakenly make all evidential claims a priori. Achinstein introduces four concepts of evidence, defines three of them by reference to "potential" evidence, and characterizes the latter using a novel epistemic interpretation of probability. The resulting theory is then applied to philosophical and historical issues. Solutions are provided to the "grue," "ravens," "lottery," and "old-evidence" paradoxes, and to a series of questions. These include whether explanations or predictions furnish more evidential weight, whether individual hypotheses or entire theoretical systems can receive evidential support, what counts as a scientific discovery, and what sort of evidence is required for it. The historical questions include whether Jean Perrin had non-circular evidence for the existence of molecules, what type of evidence J. J. Thomson offered for the existence of the electron, and whether, as is usually supposed, he really discovered the electron. Achinstein proposes answers in terms of the concepts of evidence introduced. As the premier book in the fabulous new series Oxford Studies in Philosophy of Science, this volume is essential for philosophers of science and historians of science, as well as for statisticians, scientists with philosophical interests, and anyone curious about scientific reasoning.

Research Design
Research Design

Author: Stephen Gorard

Publisher: SAGE

Published: 2013-02-01

Total Pages: 234

ISBN-13: 1446290859

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Research design is of critical importance in social research, despite its relative neglect in many methods resources. Early consideration of design in relation to research questions leads to the elimination or diminution of threats to eventual research claims, by encouraging internal validity and substantially reducing the number of alternative explanations for any finite number of research ′observations′. This new book: discusses the nature of design; gives an introduction to design notation; offers a flexible approach to new designs; looks at a range of standard design models; and presents craft tips for real-life problems and compromises. Most importantly, it provides the rationale for preferring one design over another within any given context. Each section is illustrated with case studies of real work and concludes with suggested readings and topics for discussion in seminars and workshops, making it an ideal textbook for postgraduate research methods courses. Based on the author′s teaching on the ESRC Doctoral Training Centre "Masters in Research Methods" at the University of Birmingham, and his ongoing work for the ESRC Researcher Development Initiative, this is an essential text for postgraduate researchers and academics. There is no book like Research Design on the market that addresses all of these issues in an easy to comprehend style, for those who want to design research and make critical judgements about the designs of others.

Speculative Realism
Speculative Realism

Author: Peter Gratton

Publisher: A&C Black

Published: 2014-07-31

Total Pages: 273

ISBN-13: 1441163670

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Speculative realism is one of the most talked-about movements in recent Continental philosophy. It has been discussed widely amongst the younger generation of Continental philosophers seeking new philosophical approaches and promises to form the cornerstone of future debates in the field. This book introduces the contexts out of which speculative realism has emerged and provides an overview of the major contributors and latest developments. It guides the reader through the important questions asked by realism (what can I know? what is reality?), examining philosophy's perennial questions in new ways. The book begins with the speculative realist's critique of 'correlationism', the view that we can never reach what is real beneath our language systems, our means for perception, or our finite manner of being-in-the-world. It goes on to critically review the work of the movement's most important thinkers, including Quentin Meillassoux, Ray Brassier, and Graham Harman, but also other important writers such as Jane Bennett and Catherine Malabou whose writings delineate alternative approaches to the real. It interrogates the crucial questions these thinkers have raised and concludes with a look toward the future of speculative realism, especially as it relates to the reality of time.

Speculative Formalism
Speculative Formalism

Author: Tom Eyers

Publisher: Northwestern University Press

Published: 2017-03-15

Total Pages: 374

ISBN-13: 0810134322

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Speculative Formalism engages decisively in recent debates in the literary humanities around form and formalism, making the case for a new, nonmimetic and antihistoricist theory of literary reference. Where formalism has often been accused of sealing texts within themselves, Eyers demonstrates instead how a renewed, speculative formalism can illuminate the particular ways in which literature actively opens onto history, politics, and nature, in a connective movement that puts formal impasses to creative use. Through a combination of philosophical reflection and close rhetorical readings, Eyers explores the possibilities and limits of deconstructive approaches to the literary, the impact of the “digital humanities” on theory, and the prospects for a formalist approach to “world literature.” The book includes sustained close readings of Baudelaire, Mallarmé, Yeats, and Wallace Stevens, as well as Alain Badiou, Paul de Man, and Fredric Jameson.

Particles and Waves
Particles and Waves

Author: Peter Achinstein

Publisher: Oxford University Press, USA

Published: 1991

Total Pages: 346

ISBN-13: 019506755X

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This volume brings together six published and two new essays by the noted philosopher of science, Peter Achinstein. It represents the culmination of his examination of methodological issues that arise in nineteenth-century physics. He focuses on the philosophical problem of how, if at all, it is possible to confirm scientific hypotheses that postulate 'unobservables' such as light waves, molecules, and electrons. This question is one that not only was of great interest to nineteenth-century physicists and methodologists, but continues to occupy philosophers of science up to the present day. The essays in this volume deal with this vexing problem as it arose in actual scientific practice in three nineteenth-century episodes: the debate between particle and wave theorists of light, Maxwell's kinetic theory of gases, and J.J. Thomson's discovery of the electron. Achinstein shows that the most important issue raised by these three cases concerns the legitimacy of introducing hypotheses that invoke "unobservables". If science is to be empirical, can such hypotheses be employed? How, if at all, is it possible to confirm them?; Achinstein here assesses the philosophical validity of nineteenth-century and modern answers to these questions and presents and defends his own solutions

Speculative Everything
Speculative Everything

Author: Anthony Dunne

Publisher: MIT Press

Published: 2013-12-06

Total Pages: 235

ISBN-13: 0262019841

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How to use design as a tool to create not only things but ideas, to speculate about possible futures. Today designers often focus on making technology easy to use, sexy, and consumable. In Speculative Everything, Anthony Dunne and Fiona Raby propose a kind of design that is used as a tool to create not only things but ideas. For them, design is a means of speculating about how things could be—to imagine possible futures. This is not the usual sort of predicting or forecasting, spotting trends and extrapolating; these kinds of predictions have been proven wrong, again and again. Instead, Dunne and Raby pose “what if” questions that are intended to open debate and discussion about the kind of future people want (and do not want). Speculative Everything offers a tour through an emerging cultural landscape of design ideas, ideals, and approaches. Dunne and Raby cite examples from their own design and teaching and from other projects from fine art, design, architecture, cinema, and photography. They also draw on futurology, political theory, the philosophy of technology, and literary fiction. They show us, for example, ideas for a solar kitchen restaurant; a flypaper robotic clock; a menstruation machine; a cloud-seeding truck; a phantom-limb sensation recorder; and devices for food foraging that use the tools of synthetic biology. Dunne and Raby contend that if we speculate more—about everything—reality will become more malleable. The ideas freed by speculative design increase the odds of achieving desirable futures.

The Time of Money
The Time of Money

Author: Lisa Adkins

Publisher: Stanford University Press

Published: 2018-09-25

Total Pages: 282

ISBN-13: 1503607119

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Speculation is often associated with financial practices, but The Time of Money makes the case that it not be restricted to the financial sphere. It argues that the expansion of finance has created a distinctive social world, one that demands a speculative stance toward life in general. Replacing a logic of extraction, speculation changes our relationship to time and organizes our social worlds to maximize the productive capacities of populations around flows of money for finance capital. Speculative practices have become a matter of survival, and defining features of our age are hardwired to their operations—stagnant wages, indebtedness, the centrality of women's earnings to the household, workfarism, and more. Examining five features of our contemporary economy, Lisa Adkins reveals the operations of this speculative rationality. Moving beyond claims that indebtedness is intrinsic to contemporary life and vague declarations that the social world has become financialized, Adkins delivers a precise examination of the relation between finance and society, one that is rich in empirical and analytical detail.