Reproducibility and Replicability in Science

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Publisher : National Academies Press
ISBN 13 : 0309486165
Total Pages : 257 pages
Book Rating : 4.3/5 (94 download)

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Book Synopsis Reproducibility and Replicability in Science by : National Academies of Sciences, Engineering, and Medicine

Download or read book Reproducibility and Replicability in Science written by National Academies of Sciences, Engineering, and Medicine and published by National Academies Press. This book was released on 2019-10-20 with total page 257 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Basic Science Methods for Clinical Researchers

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Publisher : Academic Press
ISBN 13 : 012803078X
Total Pages : 383 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Basic Science Methods for Clinical Researchers by : Morteza Jalali

Download or read book Basic Science Methods for Clinical Researchers written by Morteza Jalali and published by Academic Press. This book was released on 2017-03-31 with total page 383 pages. Available in PDF, EPUB and Kindle. Book excerpt: Basic Science Methods for Clinical Researchers addresses the specific challenges faced by clinicians without a conventional science background. The aim of the book is to introduce the reader to core experimental methods commonly used to answer questions in basic science research and to outline their relative strengths and limitations in generating conclusive data. This book will be a vital companion for clinicians undertaking laboratory-based science. It will support clinicians in the pursuit of their academic interests and in making an original contribution to their chosen field. In doing so, it will facilitate the development of tomorrow's clinician scientists and future leaders in discovery science. - Serves as a helpful guide for clinical researchers who lack a conventional science background - Organized around research themes pertaining to key biological molecules, from genes, to proteins, cells, and model organisms - Features protocols, techniques for troubleshooting common problems, and an explanation of the advantages and limitations of a technique in generating conclusive data - Appendices provide resources for practical research methodology, including legal frameworks for using stem cells and animals in the laboratory, ethical considerations, and good laboratory practice (GLP)

Research Methods for Science

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Publisher : Cambridge University Press
ISBN 13 : 1139493884
Total Pages : 236 pages
Book Rating : 4.1/5 (394 download)

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Book Synopsis Research Methods for Science by : Michael P. Marder

Download or read book Research Methods for Science written by Michael P. Marder and published by Cambridge University Press. This book was released on 2011-01-27 with total page 236 pages. Available in PDF, EPUB and Kindle. Book excerpt: A unique introduction to the design, analysis, and presentation of scientific projects, this is an essential textbook for undergraduate majors in science and mathematics. The textbook gives an overview of the main methods used in scientific research, including hypothesis testing, the measurement of functional relationships, and observational research. It describes important features of experimental design, such as the control of errors, instrument calibration, data analysis, laboratory safety, and the treatment of human subjects. Important concepts in statistics are discussed, focusing on standard error, the meaning of p values, and use of elementary statistical tests. The textbook introduces some of the main ideas in mathematical modeling, including order-of-magnitude analysis, function fitting, Fourier transforms, recursion relations, and difference approximations to differential equations. It also provides guidelines on accessing scientific literature, and preparing scientific papers and presentations. An extensive instructor's manual containing sample lessons and student papers is available at www.cambridge.org/Marder.

The Methods of Science and Religion

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Publisher : Rowman & Littlefield
ISBN 13 : 1498582397
Total Pages : 237 pages
Book Rating : 4.4/5 (985 download)

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Book Synopsis The Methods of Science and Religion by : Tiddy Smith

Download or read book The Methods of Science and Religion written by Tiddy Smith and published by Rowman & Littlefield. This book was released on 2019-07-05 with total page 237 pages. Available in PDF, EPUB and Kindle. Book excerpt: Tiddy Smith argues that the conflict between science and religion is ultimately a disagreement about what kinds of methods we should use for investigating the world. Specifically, scientists and religious folk disagree over which belief-forming methods are reliable. In the course of justifying any scientific claim, scientists typically appeal to methods which generate agreement between independent investigators, and which converge on the same answers to the same questions. In contrast, religious claims are typically justified by methods which neither generate agreement nor converge in their results (for example, dreams, visions, mystical experiences etc.). This fundamental difference in methodologies can neatly account for the conflict between science and religion.

Readings in Science Methods, K-8

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Publisher : NSTA Press
ISBN 13 : 193353138X
Total Pages : 489 pages
Book Rating : 4.9/5 (335 download)

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Book Synopsis Readings in Science Methods, K-8 by : Eric Brunsell

Download or read book Readings in Science Methods, K-8 written by Eric Brunsell and published by NSTA Press. This book was released on 2008 with total page 489 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book is a generously sized compendium of articles drawn from NSTA's middle and elementary level journals Science Scope and Science and Children. If you're teaching an introductory science education course in a college or university, Readings in Science Methods, K-8, with its blend of theory, research, and examples of best practices, can serve as your only text, your primary text, or a supplemental text.

Social Science Research

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Publisher : CreateSpace
ISBN 13 : 9781475146127
Total Pages : 156 pages
Book Rating : 4.1/5 (461 download)

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Book Synopsis Social Science Research by : Anol Bhattacherjee

Download or read book Social Science Research written by Anol Bhattacherjee and published by CreateSpace. This book was released on 2012-04-01 with total page 156 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is designed to introduce doctoral and graduate students to the process of conducting scientific research in the social sciences, business, education, public health, and related disciplines. It is a one-stop, comprehensive, and compact source for foundational concepts in behavioral research, and can serve as a stand-alone text or as a supplement to research readings in any doctoral seminar or research methods class. This book is currently used as a research text at universities on six continents and will shortly be available in nine different languages.

Science Rules

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Publisher : JHU Press
ISBN 13 : 9780801879432
Total Pages : 450 pages
Book Rating : 4.8/5 (794 download)

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Book Synopsis Science Rules by : Peter Achinstein

Download or read book Science Rules written by Peter Achinstein and published by JHU Press. This book was released on 2004-09-24 with total page 450 pages. Available in PDF, EPUB and Kindle. Book excerpt: Included is a famous nineteenth-century debate about scientific reasoning between the hypothetico-deductivist William Whewell and the inductivist John Stuart Mill; and an account of the realism-antirealism dispute about unobservables in science, with a consideration of Perrin's argument for the existence of molecules in the early twentieth century.

Experimental Methods for Science and Engineering Students

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Publisher : Cambridge University Press
ISBN 13 : 1108418465
Total Pages : 239 pages
Book Rating : 4.1/5 (84 download)

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Book Synopsis Experimental Methods for Science and Engineering Students by : Les Kirkup

Download or read book Experimental Methods for Science and Engineering Students written by Les Kirkup and published by Cambridge University Press. This book was released on 2019-09-05 with total page 239 pages. Available in PDF, EPUB and Kindle. Book excerpt: An overview of experimental methods providing practical advice to students seeking guidance with their experimental work.

Causation in Science and the Methods of Scientific Discovery

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Publisher :
ISBN 13 : 0198733666
Total Pages : 295 pages
Book Rating : 4.1/5 (987 download)

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Book Synopsis Causation in Science and the Methods of Scientific Discovery by : Rani Lill Anjum

Download or read book Causation in Science and the Methods of Scientific Discovery written by Rani Lill Anjum and published by . This book was released on 2018 with total page 295 pages. Available in PDF, EPUB and Kindle. Book excerpt: Causal questions are relevant to all sciences and social sciences, yet how we discover causal connections is no easy matter. Indeed, the choice of methods concerns the correct norms for the empirical study of the world. In this text, two experts on causation relate philosophical theory to scientific practice and propose nine new norms of discovery.

Methods in Sustainability Science

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Publisher : Elsevier
ISBN 13 : 012824240X
Total Pages : 446 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Methods in Sustainability Science by : Jingzheng Ren

Download or read book Methods in Sustainability Science written by Jingzheng Ren and published by Elsevier. This book was released on 2021-08-05 with total page 446 pages. Available in PDF, EPUB and Kindle. Book excerpt: Methods in Sustainability Science: Assessment, Prioritization, Improvement, Design and Optimization presents cutting edge, detailed methodologies needed to create sustainable growth in any field or industry, including life cycle assessments, building design, and energy systems. The book utilized a systematic structured approach to each of the methodologies described in an interdisciplinary way to ensure the methodologies are applicable in the real world, including case studies to demonstrate the methods. The chapters are written by a global team of authors in a variety of sustainability related fields. Methods in Sustainability Science: Assessment, Prioritization, Improvement, Design and Optimization will provide academics, researchers and practitioners in sustainability, especially environmental science and environmental engineering, with the most recent methodologies needed to maintain a sustainable future. It is also a necessary read for postgraduates in sustainability, as well as academics and researchers in energy and chemical engineering who need to ensure their industrial methodologies are sustainable. - Provides a comprehensive overview of the most recent methodologies in sustainability assessment, prioritization, improvement, design and optimization - Sections are organized in a systematic and logical way to clearly present the most recent methodologies for sustainability and the chapters utilize an interdisciplinary approach that covers all considerations of sustainability - Includes detailed case studies demonstrating the efficacies of the described methods

Mathematical Methods in Science and Engineering

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Publisher : John Wiley & Sons
ISBN 13 : 0470047410
Total Pages : 710 pages
Book Rating : 4.4/5 (7 download)

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Book Synopsis Mathematical Methods in Science and Engineering by : Selcuk S. Bayin

Download or read book Mathematical Methods in Science and Engineering written by Selcuk S. Bayin and published by John Wiley & Sons. This book was released on 2006-09-01 with total page 710 pages. Available in PDF, EPUB and Kindle. Book excerpt: An innovative treatment of mathematical methods for a multidisciplinary audience Clearly and elegantly presented, Mathematical Methods in Science and Engineering provides a coherent treatment of mathematical methods, bringing advanced mathematical tools to a multidisciplinary audience. The growing interest in interdisciplinary studies has brought scientists from many disciplines such as physics, mathematics, chemistry, biology, economics, and finance together, which has increased the demand for courses in upper-level mathematical techniques. This book succeeds in not only being tuned in to the existing practical needs of this multidisciplinary audience, but also plays a role in the development of new interdisciplinary science by introducing new techniques to students and researchers. Mathematical Methods in Science and Engineering's modular structure affords instructors enough flexibility to use this book for several different advanced undergraduate and graduate level courses. Each chapter serves as a review of its subject and can be read independently, thus it also serves as a valuable reference and refresher for scientists and beginning researchers. There are a growing number of research areas in applied sciences, such as earthquakes, rupture, financial markets, and crashes, that employ the techniques of fractional calculus and path integrals. The book's two unique chapters on these subjects, written in a style that makes these advanced techniques accessible to a multidisciplinary audience, are an indispensable tool for researchers and instructors who want to add something new to their compulsory courses. Mathematical Methods in Science and Engineering includes: * Comprehensive chapters on coordinates and tensors and on continuous groups and their representations * An emphasis on physical motivation and the multidisciplinary nature of the methods discussed * A coherent treatment of carefully selected topics in a style that makes advanced mathematical tools accessible to a multidisciplinary audience * Exercises at the end of every chapter and plentiful examples throughout the book Mathematical Methods in Science and Engineering is not only appropriate as a text for advanced undergraduate and graduate physics programs, but is also appropriate for engineering science and mechanical engineering departments due to its unique chapter coverage and easily accessible style. Readers are expected to be familiar with topics typically covered in the first three years of science and engineering undergraduate programs. Thoroughly class-tested, this book has been used in classes by more than 1,000 students over the past eighteen years.

A Framework for K-12 Science Education

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Publisher : National Academies Press
ISBN 13 : 0309214459
Total Pages : 400 pages
Book Rating : 4.3/5 (92 download)

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Book Synopsis A Framework for K-12 Science Education by : National Research Council

Download or read book A Framework for K-12 Science Education written by National Research Council and published by National Academies Press. This book was released on 2012-02-28 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: Science, engineering, and technology permeate nearly every facet of modern life and hold the key to solving many of humanity's most pressing current and future challenges. The United States' position in the global economy is declining, in part because U.S. workers lack fundamental knowledge in these fields. To address the critical issues of U.S. competitiveness and to better prepare the workforce, A Framework for K-12 Science Education proposes a new approach to K-12 science education that will capture students' interest and provide them with the necessary foundational knowledge in the field. A Framework for K-12 Science Education outlines a broad set of expectations for students in science and engineering in grades K-12. These expectations will inform the development of new standards for K-12 science education and, subsequently, revisions to curriculum, instruction, assessment, and professional development for educators. This book identifies three dimensions that convey the core ideas and practices around which science and engineering education in these grades should be built. These three dimensions are: crosscutting concepts that unify the study of science through their common application across science and engineering; scientific and engineering practices; and disciplinary core ideas in the physical sciences, life sciences, and earth and space sciences and for engineering, technology, and the applications of science. The overarching goal is for all high school graduates to have sufficient knowledge of science and engineering to engage in public discussions on science-related issues, be careful consumers of scientific and technical information, and enter the careers of their choice. A Framework for K-12 Science Education is the first step in a process that can inform state-level decisions and achieve a research-grounded basis for improving science instruction and learning across the country. The book will guide standards developers, teachers, curriculum designers, assessment developers, state and district science administrators, and educators who teach science in informal environments.

Scientific Method

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Publisher : Routledge
ISBN 13 : 1351586890
Total Pages : 184 pages
Book Rating : 4.3/5 (515 download)

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Book Synopsis Scientific Method by : John Staddon

Download or read book Scientific Method written by John Staddon and published by Routledge. This book was released on 2017-12-01 with total page 184 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book shows how science works, fails to work, or pretends to work, by looking at examples from such diverse fields as physics, biomedicine, psychology, and economics. Social science affects our lives every day through the predictions of experts and the rules and regulations they devise. Sciences like economics, sociology and health are subject to more ‘operating limitations’ than classical fields like physics or chemistry or biology. Yet, their methods and results must also be judged according to the same scientific standards. Every literate citizen should understand these standards and be able to tell the difference between good science and bad. Scientific Method enables readers to develop a critical, informed view of scientific practice by discussing concrete examples of how real scientists have approached the problems of their fields. It is ideal for students and professionals trying to make sense of the role of science in society, and of the meaning, value, and limitations of scientific methodology in the social sciences.

Inquiry and the National Science Education Standards

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Publisher : National Academies Press
ISBN 13 : 0309064767
Total Pages : 223 pages
Book Rating : 4.3/5 (9 download)

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Book Synopsis Inquiry and the National Science Education Standards by : National Research Council

Download or read book Inquiry and the National Science Education Standards written by National Research Council and published by National Academies Press. This book was released on 2000-05-03 with total page 223 pages. Available in PDF, EPUB and Kindle. Book excerpt: Humans, especially children, are naturally curious. Yet, people often balk at the thought of learning scienceâ€"the "eyes glazed over" syndrome. Teachers may find teaching science a major challenge in an era when science ranges from the hardly imaginable quark to the distant, blazing quasar. Inquiry and the National Science Education Standards is the book that educators have been waiting forâ€"a practical guide to teaching inquiry and teaching through inquiry, as recommended by the National Science Education Standards. This will be an important resource for educators who must help school boards, parents, and teachers understand "why we can't teach the way we used to." "Inquiry" refers to the diverse ways in which scientists study the natural world and in which students grasp science knowledge and the methods by which that knowledge is produced. This book explains and illustrates how inquiry helps students learn science content, master how to do science, and understand the nature of science. This book explores the dimensions of teaching and learning science as inquiry for K-12 students across a range of science topics. Detailed examples help clarify when teachers should use the inquiry-based approach and how much structure, guidance, and coaching they should provide. The book dispels myths that may have discouraged educators from the inquiry-based approach and illuminates the subtle interplay between concepts, processes, and science as it is experienced in the classroom. Inquiry and the National Science Education Standards shows how to bring the standards to life, with features such as classroom vignettes exploring different kinds of inquiries for elementary, middle, and high school and Frequently Asked Questions for teachers, responding to common concerns such as obtaining teaching supplies. Turning to assessment, the committee discusses why assessment is important, looks at existing schemes and formats, and addresses how to involve students in assessing their own learning achievements. In addition, this book discusses administrative assistance, communication with parents, appropriate teacher evaluation, and other avenues to promoting and supporting this new teaching paradigm.

Guide to Methods for Students of Political Science

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Publisher : Cornell University Press
ISBN 13 : 0801454441
Total Pages : 148 pages
Book Rating : 4.8/5 (14 download)

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Book Synopsis Guide to Methods for Students of Political Science by : Stephen Van Evera

Download or read book Guide to Methods for Students of Political Science written by Stephen Van Evera and published by Cornell University Press. This book was released on 2015-04-15 with total page 148 pages. Available in PDF, EPUB and Kindle. Book excerpt: Stephen Van Evera greeted new graduate students at MIT with a commonsense introduction to qualitative methods in the social sciences. His helpful hints, always warmly received, grew from a handful of memos to an underground classic primer. That primer evolved into a book of how-to information about graduate study, which is essential reading for graduate students and undergraduates in political science, sociology, anthropology, economics, and history - and for their advisers. -How should we frame, assess, and apply theories in the social sciences? "I am unpersuaded by the view that the prime rules of scientific method should differ between hard science and social science. Science is science." -A section on case studies shows novices the ropes. -Van Evera contends the realm of dissertations is often defined too narrowly "Making and testing theories are not the only games in town.... If everyone makes and tests theories but no one ever uses them, then what are they for?" -In "Helpful Hints on Writing a Political Science Ph.D. Dissertation," Van Evera focuses on presentation, and on broader issues of academic strategy and tactics. -Van Evera asks how political scientists should work together as a community. "All institutions and professions that face weak accountability need inner ethical rudders that define their obligations in order to stay on course."

Cases on Research-Based Teaching Methods in Science Education

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Publisher : IGI Global
ISBN 13 : 1466663766
Total Pages : 457 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Cases on Research-Based Teaching Methods in Science Education by : de Silva, Eugene

Download or read book Cases on Research-Based Teaching Methods in Science Education written by de Silva, Eugene and published by IGI Global. This book was released on 2014-08-31 with total page 457 pages. Available in PDF, EPUB and Kindle. Book excerpt: While the great scientists of the past recognized a need for a multidisciplinary approach, today’s schools often treat math and science as subjects separate from the rest. This not only creates a disinterest among students, but also a potential learning gap once students reach college and then graduate into the workforce. Cases on Research-Based Teaching Methods in Science Education addresses the problems currently facing science education in the USA and the UK, and suggests a new hands-on approach to learning. This book is an essential reference source for policymakers, academicians, researchers, educators, curricula developers, and teachers as they strive to improve education at the elementary, secondary, and collegiate levels.

Concepts of Biology

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Publisher :
ISBN 13 : 9781739015503
Total Pages : 0 pages
Book Rating : 4.0/5 (155 download)

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Book Synopsis Concepts of Biology by : Samantha Fowler

Download or read book Concepts of Biology written by Samantha Fowler and published by . This book was released on 2023-05-12 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Black & white print. Concepts of Biology is designed for the typical introductory biology course for nonmajors, covering standard scope and sequence requirements. The text includes interesting applications and conveys the major themes of biology, with content that is meaningful and easy to understand. The book is designed to demonstrate biology concepts and to promote scientific literacy.