Reproducibility and Replicability in Science

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Author :
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.

Biophysical Measurement in Experimental Social Science Research

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Author :
Publisher : Academic Press
ISBN 13 : 0128130938
Total Pages : 362 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Biophysical Measurement in Experimental Social Science Research by : Gigi Foster

Download or read book Biophysical Measurement in Experimental Social Science Research written by Gigi Foster and published by Academic Press. This book was released on 2019-02-08 with total page 362 pages. Available in PDF, EPUB and Kindle. Book excerpt: Biophysical Measurement in Experimental Social Science Research is an ideal primer for the experimental social scientist wishing to update their knowledge and skillset in the area of laboratory-based biophysical measurement. Many behavioral laboratories across the globe have acquired increasingly sophisticated biophysical measurement equipment, sometimes for particular research projects or for financial or institutional reasons. Yet the expertise required to use this technology and integrate the measures it can generate on human subjects into successful social science research endeavors is often scarce and concentrated amongst a small minority of researchers. This book aims to open the door to wider and more productive use of biophysical measurement in laboratory-based experimental social science research. Suitable for doctoral students through to established researchers, the volume presents examples of the successful integration of biophysical measures into analyses of human behavior, discussions of the academic and practical limitations of laboratory-based biophysical measurement, and hands-on guidance about how different biophysical measurement devices are used. A foreword and concluding chapters comprehensively synthesize and compare biophysical measurement options, address academic, ethical and practical matters, and address the broader historical and scientific context. Research chapters demonstrate the academic potential of biophysical measurement ranging fully across galvanic skin response, heart rate monitoring, eye tracking and direct neurological measurements. An extended Appendix showcases specific examples of device adoption in experimental social science lab settings. - Demonstrates the strengths and limitations of different tools, in terms of both research objectives and practicality - Provides hands-on guidance for device usage and data integration and assessment - Compares and contrasts the use of different biophysical data options for different research objectives and in different disciplines

Learning Statistics with R

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Publisher : Lulu.com
ISBN 13 : 1326189727
Total Pages : 617 pages
Book Rating : 4.3/5 (261 download)

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Book Synopsis Learning Statistics with R by : Daniel Navarro

Download or read book Learning Statistics with R written by Daniel Navarro and published by Lulu.com. This book was released on 2013-01-13 with total page 617 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Learning Statistics with R" covers the contents of an introductory statistics class, as typically taught to undergraduate psychology students, focusing on the use of the R statistical software and adopting a light, conversational style throughout. The book discusses how to get started in R, and gives an introduction to data manipulation and writing scripts. From a statistical perspective, the book discusses descriptive statistics and graphing first, followed by chapters on probability theory, sampling and estimation, and null hypothesis testing. After introducing the theory, the book covers the analysis of contingency tables, t-tests, ANOVAs and regression. Bayesian statistics are covered at the end of the book. For more information (and the opportunity to check the book out before you buy!) visit http://ua.edu.au/ccs/teaching/lsr or http://learningstatisticswithr.com

Measuring Racial Discrimination

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Publisher : National Academies Press
ISBN 13 : 0309091268
Total Pages : 335 pages
Book Rating : 4.3/5 (9 download)

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Book Synopsis Measuring Racial Discrimination by : National Research Council

Download or read book Measuring Racial Discrimination written by National Research Council and published by National Academies Press. This book was released on 2004-07-24 with total page 335 pages. Available in PDF, EPUB and Kindle. Book excerpt: Many racial and ethnic groups in the United States, including blacks, Hispanics, Asians, American Indians, and others, have historically faced severe discriminationâ€"pervasive and open denial of civil, social, political, educational, and economic opportunities. Today, large differences among racial and ethnic groups continue to exist in employment, income and wealth, housing, education, criminal justice, health, and other areas. While many factors may contribute to such differences, their size and extent suggest that various forms of discriminatory treatment persist in U.S. society and serve to undercut the achievement of equal opportunity. Measuring Racial Discrimination considers the definition of race and racial discrimination, reviews the existing techniques used to measure racial discrimination, and identifies new tools and areas for future research. The book conducts a thorough evaluation of current methodologies for a wide range of circumstances in which racial discrimination may occur, and makes recommendations on how to better assess the presence and effects of discrimination.

Advances in Experimental Political Science

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Publisher : Cambridge University Press
ISBN 13 : 1108478506
Total Pages : 671 pages
Book Rating : 4.1/5 (84 download)

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Book Synopsis Advances in Experimental Political Science by : James N. Druckman

Download or read book Advances in Experimental Political Science written by James N. Druckman and published by Cambridge University Press. This book was released on 2021-04 with total page 671 pages. Available in PDF, EPUB and Kindle. Book excerpt: Novel collection of essays addressing contemporary trends in political science, covering a broad array of methodological and substantive topics.

Experimental and Quasi-Experimental Designs for Research

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Author :
Publisher : Ravenio Books
ISBN 13 :
Total Pages : 172 pages
Book Rating : 4./5 ( download)

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Book Synopsis Experimental and Quasi-Experimental Designs for Research by : Donald T. Campbell

Download or read book Experimental and Quasi-Experimental Designs for Research written by Donald T. Campbell and published by Ravenio Books. This book was released on 2015-09-03 with total page 172 pages. Available in PDF, EPUB and Kindle. Book excerpt: We shall examine the validity of 16 experimental designs against 12 common threats to valid inference. By experiment we refer to that portion of research in which variables are manipulated and their effects upon other variables observed. It is well to distinguish the particular role of this chapter. It is not a chapter on experimental design in the Fisher (1925, 1935) tradition, in which an experimenter having complete mastery can schedule treatments and measurements for optimal statistical efficiency, with complexity of design emerging only from that goal of efficiency. Insofar as the designs discussed in the present chapter become complex, it is because of the intransigency of the environment: because, that is, of the experimenter’s lack of complete control.

Encyclopedia of Research Design

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Publisher : SAGE
ISBN 13 : 1412961270
Total Pages : 1779 pages
Book Rating : 4.4/5 (129 download)

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Book Synopsis Encyclopedia of Research Design by : Neil J. Salkind

Download or read book Encyclopedia of Research Design written by Neil J. Salkind and published by SAGE. This book was released on 2010-06-22 with total page 1779 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Comprising more than 500 entries, the Encyclopedia of Research Design explains how to make decisions about research design, undertake research projects in an ethical manner, interpret and draw valid inferences from data, and evaluate experiment design strategies and results. Two additional features carry this encyclopedia far above other works in the field: bibliographic entries devoted to significant articles in the history of research design and reviews of contemporary tools, such as software and statistical procedures, used to analyze results. It covers the spectrum of research design strategies, from material presented in introductory classes to topics necessary in graduate research; it addresses cross- and multidisciplinary research needs, with many examples drawn from the social and behavioral sciences, neurosciences, and biomedical and life sciences; it provides summaries of advantages and disadvantages of often-used strategies; and it uses hundreds of sample tables, figures, and equations based on real-life cases."--Publisher's description.

Introductory Business Statistics 2e

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Publisher :
ISBN 13 :
Total Pages : 1801 pages
Book Rating : 4./5 ( download)

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Book Synopsis Introductory Business Statistics 2e by : Alexander Holmes

Download or read book Introductory Business Statistics 2e written by Alexander Holmes and published by . This book was released on 2023-12-13 with total page 1801 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introductory Business Statistics 2e aligns with the topics and objectives of the typical one-semester statistics course for business, economics, and related majors. The text provides detailed and supportive explanations and extensive step-by-step walkthroughs. The author places a significant emphasis on the development and practical application of formulas so that students have a deeper understanding of their interpretation and application of data. Problems and exercises are largely centered on business topics, though other applications are provided in order to increase relevance and showcase the critical role of statistics in a number of fields and real-world contexts. The second edition retains the organization of the original text. Based on extensive feedback from adopters and students, the revision focused on improving currency and relevance, particularly in examples and problems. This is an adaptation of Introductory Business Statistics 2e by OpenStax. You can access the textbook as pdf for free at openstax.org. Minor editorial changes were made to ensure a better ebook reading experience. Textbook content produced by OpenStax is licensed under a Creative Commons Attribution 4.0 International License.

Estimating the Effects of Social Intervention

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Publisher : Cambridge University Press
ISBN 13 : 9780521229753
Total Pages : 260 pages
Book Rating : 4.2/5 (297 download)

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Book Synopsis Estimating the Effects of Social Intervention by : Charles M. Judd

Download or read book Estimating the Effects of Social Intervention written by Charles M. Judd and published by Cambridge University Press. This book was released on 1981-10-30 with total page 260 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Design and Analysis of Clinical Experiments

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Publisher : John Wiley & Sons
ISBN 13 : 1118031172
Total Pages : 458 pages
Book Rating : 4.1/5 (18 download)

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Book Synopsis Design and Analysis of Clinical Experiments by : Joseph L. Fleiss

Download or read book Design and Analysis of Clinical Experiments written by Joseph L. Fleiss and published by John Wiley & Sons. This book was released on 2011-01-25 with total page 458 pages. Available in PDF, EPUB and Kindle. Book excerpt: First published in 1986, this unique reference to clinical experimentation remains just as relevant today. Focusing on the principles of design and analysis of studies on human subjects, this book utilizes and integrates both modern and classical designs. Coverage is limited to experimental comparisons of treatments, or in other words, clinical studies in which treatments are assigned to subjects at random.

Factorial Survey Experiments

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Publisher : SAGE Publications
ISBN 13 : 1483324303
Total Pages : 246 pages
Book Rating : 4.4/5 (833 download)

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Book Synopsis Factorial Survey Experiments by : Katrin Auspurg

Download or read book Factorial Survey Experiments written by Katrin Auspurg and published by SAGE Publications. This book was released on 2014-11-28 with total page 246 pages. Available in PDF, EPUB and Kindle. Book excerpt: Filling a gap in the literature of the field, Factorial Survey Experiments provides researchers with a practical guide to using the factorial survey method to assess respondents’ beliefs about the world, judgment principles, or decision rules through multi-dimensional stimuli (“vignettes”) that resemble real-life decision-making situations. Using insightful examples to illustrate their arguments, authors Katrin Auspurg and Thomas Hinz guide researchers through all relevant steps, including how to set up the factorial experimental design (drawing samples of vignettes and respondents), how to handle the practical challenges that must be mastered when an experimental plan with many different treatments is embedded in a survey format, and how to deal with questions of data analysis. In addition to providing the “how-tos” of designing factorial survey experiments, the authors cover recent developments of similar methods, such as conjoint analyses, choice experiments, and more advanced statistical tools.

Obedience to Authority

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Publisher : HarperCollins
ISBN 13 : 0062803409
Total Pages : 201 pages
Book Rating : 4.0/5 (628 download)

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Book Synopsis Obedience to Authority by : Stanley Milgram

Download or read book Obedience to Authority written by Stanley Milgram and published by HarperCollins. This book was released on 2017-07-11 with total page 201 pages. Available in PDF, EPUB and Kindle. Book excerpt: A special edition reissue of the landmark study of humanity’s susceptibility to authoritarianism. In the 1960s Yale University psychologist Stanley Milgram famously carried out a series of experiments that forever changed our perceptions of morality and free will. The subjects—or “teachers”—were instructed to administer electroshocks to a human “learner,” with the shocks becoming progressively more powerful and painful. Controversial but now strongly vindicated by the scientific community, these experiments attempted to determine to what extent people will obey orders from authority figures regardless of consequences. “Milgram’s experiments on obedience have made us more aware of the dangers of uncritically accepting authority,” wrote Peter Singer in the New York Times Book Review. Featuring a new introduction from Dr. Philip Zimbardo, who conducted the famous Stanford Prison Experiment, Obedience to Authority is Milgram’s fascinating and troubling chronicle of his classic study and a vivid and persuasive explanation of his conclusions . . . A part of Harper Perennial’s special “Resistance Library” highlighting classic works that illuminate our times The inspiration for the major motion picture Experimenter

Instrumentation, Measurements, and Experiments in Fluids

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Publisher : CRC Press
ISBN 13 : 1315394855
Total Pages : 613 pages
Book Rating : 4.3/5 (153 download)

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Book Synopsis Instrumentation, Measurements, and Experiments in Fluids by : Ethirajan Rathakrishnan

Download or read book Instrumentation, Measurements, and Experiments in Fluids written by Ethirajan Rathakrishnan and published by CRC Press. This book was released on 2016-12-19 with total page 613 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mechanical engineers involved with flow mechanics have long needed an authoritative reference that delves into all the essentials required for experimentation in fluids, a resource that can provide fundamental review, as well as the details necessary for experimentation on everything from household appliances to hi-tech rockets. Instrumentation, Measurements, and Experiments in Fluids meets this challenge, as its author is not only a highly respected pioneer in fluids, but also possesses twenty years experience teaching students of all levels. He clearly explains fundamental principles as well the tools and methods essential for advanced experimentation. Reflecting an awe for flow mechanics, along with a deep-rooted knowledge, the author has assembled a fourteen chapter volume that is destined to become a seminal work in the field. Providing ample detail for self study and the sort of elegant writing rarely found in so thorough a treatment, he provides insight into all the vital topics and issues associated with the devices and instruments used for fluid mechanics and gas dynamics experiments. Extremely organized, this work presents easy access to the principles behind the science and goes on to elucidate the current research and findings needed by those seeking to make further advancement. Unique and Thorough Coverage of Uncertainty Analysis The author provides valuable insight into the vital issues associated with the devices used in fluid mechanics and gas dynamics experiments. Leaving nothing to doubt, he tackles the most difficult concepts and ends the book with an introduction to uncertainty analysis. Structured and detailed enough for self study, this volume also provides the backbone for both undergraduate and graduate courses on fluids experimentation.

Understanding Statistics and Experimental Design

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Publisher : Springer
ISBN 13 : 3030034992
Total Pages : 146 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Understanding Statistics and Experimental Design by : Michael H. Herzog

Download or read book Understanding Statistics and Experimental Design written by Michael H. Herzog and published by Springer. This book was released on 2019-08-13 with total page 146 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access textbook provides the background needed to correctly use, interpret and understand statistics and statistical data in diverse settings. Part I makes key concepts in statistics readily clear. Parts I and II give an overview of the most common tests (t-test, ANOVA, correlations) and work out their statistical principles. Part III provides insight into meta-statistics (statistics of statistics) and demonstrates why experiments often do not replicate. Finally, the textbook shows how complex statistics can be avoided by using clever experimental design. Both non-scientists and students in Biology, Biomedicine and Engineering will benefit from the book by learning the statistical basis of scientific claims and by discovering ways to evaluate the quality of scientific reports in academic journals and news outlets.

Classroom Experiment to Measure the Relative Efficiency of Two Different Linguistic Models in Their Application to the Teaching of English as a Foreign Language

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Author :
Publisher :
ISBN 13 :
Total Pages : 54 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Classroom Experiment to Measure the Relative Efficiency of Two Different Linguistic Models in Their Application to the Teaching of English as a Foreign Language by : Milton Wohl

Download or read book Classroom Experiment to Measure the Relative Efficiency of Two Different Linguistic Models in Their Application to the Teaching of English as a Foreign Language written by Milton Wohl and published by . This book was released on 1967 with total page 54 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Methods of Randomization in Experimental Design

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Publisher : SAGE
ISBN 13 : 1452202923
Total Pages : 209 pages
Book Rating : 4.4/5 (522 download)

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Book Synopsis Methods of Randomization in Experimental Design by : Valentim R. Alferes

Download or read book Methods of Randomization in Experimental Design written by Valentim R. Alferes and published by SAGE. This book was released on 2012-10 with total page 209 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text provides a conceptual systematization and a practical tool for the randomization of between-subjects and within-subjects experimental designs.

Field Experiments and Measurement Programs in Geomorphology

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Publisher : UBC Press
ISBN 13 : 077484468X
Total Pages : 238 pages
Book Rating : 4.7/5 (748 download)

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Book Synopsis Field Experiments and Measurement Programs in Geomorphology by : Olav Slaymaker

Download or read book Field Experiments and Measurement Programs in Geomorphology written by Olav Slaymaker and published by UBC Press. This book was released on 2011-11-01 with total page 238 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book advances a typology of experimentation in the field science of geomorphology -- the study of the form of the earth's surface and the evolution of its relief. Commissioned by the International Geographical Union, this work is the first to document different field methodologies in geomorphology. The contributors are internationally known geomorphologists from Canada, the United States, the United Kingdom, and Japan. They review methods, global coverage, and advances in understanding while at the same time promoting a more dynamic, more relevant, and more applied science of earth surface change -- the geomorphological aspects of global change.