Philosophy And Principles Of Data Analysis

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Bourdieu and Data Analysis

Author : Michael Grenfell
Publisher : Peter Lang Gmbh, Internationaler Verlag Der Wissenschaften
ISBN 13 : 9783034308786
Total Pages : 333 pages
Book Rating : 4.3/5 (87 download)

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Book Synopsis Bourdieu and Data Analysis by : Michael Grenfell

Download or read book Bourdieu and Data Analysis written by Michael Grenfell and published by Peter Lang Gmbh, Internationaler Verlag Der Wissenschaften. This book was released on 2014 with total page 333 pages. Available in PDF, EPUB and Kindle. Book excerpt: Uniquely amongst the numerous publications to appear on the work of the French social theorist Pierre Bourdieu, this book deals with data analysis, examining a range of techniques and instruments. After an introductory chapter outlining the key principles of Bourdieu's theory, the book presents detailed examples of data being collected and analysed in a Bourdieusian way across various social science contexts. Both qualitative and quantitative methods are addressed, including analysis of the strengths and weaknesses of each method, as are common data collection procedures such as interview, observation and questionnaire. Examples of Multiple Correspondence Analysis are an important feature of the book, since this was an approach particularly favoured by Bourdieu. In each case study, the pros and cons of different approaches are highlighted and the qualitative/quantitative debate is thoroughly explored. Overall, the book offers readers a blueprint to develop their own methodological plans for using Bourdieu in research practice.

The Collected Works of John W. Tukey

Author : William S. Cleveland
Publisher : CRC Press
ISBN 13 : 9780412992612
Total Pages : 528 pages
Book Rating : 4.9/5 (926 download)

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Book Synopsis The Collected Works of John W. Tukey by : William S. Cleveland

Download or read book The Collected Works of John W. Tukey written by William S. Cleveland and published by CRC Press. This book was released on 1988-04-01 with total page 528 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book includes a collection of John W. Tukey's papers that demonstrate a number of numerical methods and graphical methods, such as box plots, stem-and-leaf diagrams, and point cloud rotation, for graphics and exploratory data analysis.

The Philosophy of Quantitative Methods

Author : Brian D. Haig
Publisher : Oxford University Press
ISBN 13 : 0190871725
Total Pages : 169 pages
Book Rating : 4.1/5 (98 download)

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Book Synopsis The Philosophy of Quantitative Methods by : Brian D. Haig

Download or read book The Philosophy of Quantitative Methods written by Brian D. Haig and published by Oxford University Press. This book was released on 2018-01-04 with total page 169 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Philosophy of Quantitative Methods focuses on the conceptual foundations of research methods within the behavioral sciences. In particular, it undertakes a close philosophical examination of a variety of quantitative research methods that are prominent in (or relevant for) the conduct of research in these fields. By doing so, the deep structure of these methods is examined in order to overcome the non-critical approaches typically found in the existing literature today. In this book, Brian D. Haig focuses on the more well-known research methods such as exploratory data analysis, statistical significant testing, Bayesian confirmation theory and statistics, meta-analysis, and exploratory factor analysis. These methods are then examined with a philosophy consistent of scientific realism. In addition, each chapter provides a helpful Further Reading section in order to better assist the reader in extending their own thinking and research methods specific to their needs.

The Collected Works of John W. Tukey

Author : D.R. Cox
Publisher : CRC Press
ISBN 13 : 9780412063213
Total Pages : 344 pages
Book Rating : 4.0/5 (632 download)

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Book Synopsis The Collected Works of John W. Tukey by : D.R. Cox

Download or read book The Collected Works of John W. Tukey written by D.R. Cox and published by CRC Press. This book was released on 1992-04-01 with total page 344 pages. Available in PDF, EPUB and Kindle. Book excerpt: These papers illustrate important features characteristic of John Tukey's work, namely the desire to look beyond or beneath conventional set structures, the wish to detect and deal with anomalous behavior, and great technical ingenuity.

The SAGE Handbook of Case-Based Methods

Author : David Byrne
Publisher : SAGE Publications
ISBN 13 : 1412930510
Total Pages : 561 pages
Book Rating : 4.4/5 (129 download)

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Book Synopsis The SAGE Handbook of Case-Based Methods by : David Byrne

Download or read book The SAGE Handbook of Case-Based Methods written by David Byrne and published by SAGE Publications. This book was released on 2009-07-01 with total page 561 pages. Available in PDF, EPUB and Kindle. Book excerpt: This handbook provides a clear examination of case-oriented research. It defines case-based social research as a subfield of methodology.

Theory-Based Data Analysis for the Social Sciences

Author : Carol S. Aneshensel
Publisher : SAGE
ISBN 13 : 1412994357
Total Pages : 473 pages
Book Rating : 4.4/5 (129 download)

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Book Synopsis Theory-Based Data Analysis for the Social Sciences by : Carol S. Aneshensel

Download or read book Theory-Based Data Analysis for the Social Sciences written by Carol S. Aneshensel and published by SAGE. This book was released on 2013 with total page 473 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the elaboration model for the multivariate analysis of observational quantitative data. This model entails the systematic introduction of "third variables" to the analysis of a focal relationship between one independent and one dependent variable to ascertain whether an inference of causality is justified. Two complementary strategies are used: an exclusionary strategy that rules out alternative explanations such as spuriousness and redundancy with competing theories, and an inclusive strategy that connects the focal relationship to a network of other relationships, including the hypothesized causal mechanisms linking the focal independent variable to the focal dependent variable. The primary emphasis is on the translation of theory into a logical analytic strategy and the interpretation of results. The elaboration model is applied with case studies drawn from newly published research that serve as prototypes for aligning theory and the data analytic plan used to test it; these studies are drawn from a wide range of substantive topics in the social sciences, such as emotion management in the workplace, subjective age identification during the transition to adulthood, and the relationship between religious and paranormal beliefs. The second application of the elaboration model is in the form of original data analysis presented in two Analysis Journals that are integrated throughout the text and implement the full elaboration model. Using real data, not contrived examples, the text provides a step-by-step guide through the process of integrating theory with data analysis in order to arrive at meaningful answers to research questions.

Handbook of Psychology, Research Methods in Psychology

Author : Irving B. Weiner
Publisher : John Wiley & Sons
ISBN 13 : 9780471385134
Total Pages : 744 pages
Book Rating : 4.3/5 (851 download)

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Book Synopsis Handbook of Psychology, Research Methods in Psychology by : Irving B. Weiner

Download or read book Handbook of Psychology, Research Methods in Psychology written by Irving B. Weiner and published by John Wiley & Sons. This book was released on 2003-01-03 with total page 744 pages. Available in PDF, EPUB and Kindle. Book excerpt: Includes established theories and cutting-edge developments. Presents the work of an international group of experts. Presents the nature, origin, implications, an future course of major unresolved issues in the area.

Principles of Data Analysis

Author : Prasenjit Saha
Publisher :
ISBN 13 : 9781902918112
Total Pages : 109 pages
Book Rating : 4.9/5 (181 download)

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Book Synopsis Principles of Data Analysis by : Prasenjit Saha

Download or read book Principles of Data Analysis written by Prasenjit Saha and published by . This book was released on 2003 with total page 109 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Understanding Clinical Data Analysis

Author : Ton J. Cleophas
Publisher : Springer
ISBN 13 : 3319395866
Total Pages : 241 pages
Book Rating : 4.3/5 (193 download)

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Book Synopsis Understanding Clinical Data Analysis by : Ton J. Cleophas

Download or read book Understanding Clinical Data Analysis written by Ton J. Cleophas and published by Springer. This book was released on 2016-08-23 with total page 241 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook consists of ten chapters, and is a must-read to all medical and health professionals, who already have basic knowledge of how to analyze their clinical data, but still, wonder, after having done so, why procedures were performed the way they were. The book is also a must-read to those who tend to submerge in the flood of novel statistical methodologies, as communicated in current clinical reports, and scientific meetings. In the past few years, the HOW-SO of current statistical tests has been made much more simple than it was in the past, thanks to the abundance of statistical software programs of an excellent quality. However, the WHY-SO may have been somewhat under-emphasized. For example, why do statistical tests constantly use unfamiliar terms, like probability distributions, hypothesis testing, randomness, normality, scientific rigor, and why are Gaussian curves so hard, and do they make non-mathematicians getting lost all the time? The book will cover the WHY-SOs.

Principles of Data Management and Presentation

Author : John P. Hoffmann
Publisher : Univ of California Press
ISBN 13 : 0520289943
Total Pages : 282 pages
Book Rating : 4.5/5 (22 download)

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Book Synopsis Principles of Data Management and Presentation by : John P. Hoffmann

Download or read book Principles of Data Management and Presentation written by John P. Hoffmann and published by Univ of California Press. This book was released on 2017-07-03 with total page 282 pages. Available in PDF, EPUB and Kindle. Book excerpt: Why research? -- Developing research questions -- Data -- Principles of data management -- Finding and using secondary data -- Primary and administrative data -- Working with missing data -- Principles of data presentation -- Designing tables for data presentations -- Designing graphics for data presentations

Handbook of Psychology, Research Methods in Psychology

Author : John A. Schinka
Publisher : John Wiley & Sons
ISBN 13 : 0471264431
Total Pages : 737 pages
Book Rating : 4.4/5 (712 download)

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Book Synopsis Handbook of Psychology, Research Methods in Psychology by : John A. Schinka

Download or read book Handbook of Psychology, Research Methods in Psychology written by John A. Schinka and published by John Wiley & Sons. This book was released on 2003-03-19 with total page 737 pages. Available in PDF, EPUB and Kindle. Book excerpt: Includes established theories and cutting-edge developments. Presents the work of an international group of experts. Presents the nature, origin, implications, an future course of major unresolved issues in the area.

Practical Statistics for Data Scientists

Author : Peter Bruce
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1491952911
Total Pages : 322 pages
Book Rating : 4.4/5 (919 download)

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Book Synopsis Practical Statistics for Data Scientists by : Peter Bruce

Download or read book Practical Statistics for Data Scientists written by Peter Bruce and published by "O'Reilly Media, Inc.". This book was released on 2017-05-10 with total page 322 pages. Available in PDF, EPUB and Kindle. Book excerpt: Statistical methods are a key part of of data science, yet very few data scientists have any formal statistics training. Courses and books on basic statistics rarely cover the topic from a data science perspective. This practical guide explains how to apply various statistical methods to data science, tells you how to avoid their misuse, and gives you advice on what's important and what's not. Many data science resources incorporate statistical methods but lack a deeper statistical perspective. If you’re familiar with the R programming language, and have some exposure to statistics, this quick reference bridges the gap in an accessible, readable format. With this book, you’ll learn: Why exploratory data analysis is a key preliminary step in data science How random sampling can reduce bias and yield a higher quality dataset, even with big data How the principles of experimental design yield definitive answers to questions How to use regression to estimate outcomes and detect anomalies Key classification techniques for predicting which categories a record belongs to Statistical machine learning methods that “learn” from data Unsupervised learning methods for extracting meaning from unlabeled data

The Collected Works of John W. Tukey

Author : John Wilder Tukey
Publisher :
ISBN 13 :
Total Pages : 642 pages
Book Rating : 4.E/5 ( download)

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Book Synopsis The Collected Works of John W. Tukey by : John Wilder Tukey

Download or read book The Collected Works of John W. Tukey written by John Wilder Tukey and published by . This book was released on 1984 with total page 642 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Handbook of Educational Psychology

Author : David C. Berliner
Publisher : Routledge
ISBN 13 : 0805850805
Total Pages : 1075 pages
Book Rating : 4.8/5 (58 download)

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Book Synopsis Handbook of Educational Psychology by : David C. Berliner

Download or read book Handbook of Educational Psychology written by David C. Berliner and published by Routledge. This book was released on 2004 with total page 1075 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sponsored by Division 15 of APA, the second edition of this groundbreaking book has been expanded to 41 chapters that provide unparalleled coverage of this far-ranging field. Internationally recognized scholars contribute up-to-date reviews and critical syntheses of the following areas: foundations and the future of educational psychology, learners' development, individual differences, cognition, motivation, content area teaching, socio-cultural perspectives on teaching and learning, teachers and teaching, instructional design, teacher assessment, and modern perspectives on research methodologies, data, and data analysis. New chapters cover topics such as adult development, self-regulation, changes in knowledge and beliefs, and writing. Expanded treatment has been given to cognition, motivation, and new methodologies for gathering and analyzing data. The Handbook of Educational Psychology, Second Editionprovides an indispensable reference volume for scholars, teacher educators, in-service practitioners, policy makers and the academic libraries serving these audiences. It is also appropriate for graduate level courses devoted to the study of educational psychology. s, teacher educators, in-service practitioners, policy makers and the academic libraries serving these audiences. It is also appropriate for graduate level courses devoted to the study of educational psychology.

Data Analysis

Author : Devinderjit Sivia
Publisher : OUP Oxford
ISBN 13 : 0191546704
Total Pages : 259 pages
Book Rating : 4.1/5 (915 download)

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Book Synopsis Data Analysis by : Devinderjit Sivia

Download or read book Data Analysis written by Devinderjit Sivia and published by OUP Oxford. This book was released on 2006-06-02 with total page 259 pages. Available in PDF, EPUB and Kindle. Book excerpt: One of the strengths of this book is the author's ability to motivate the use of Bayesian methods through simple yet effective examples. - Katie St. Clair MAA Reviews.

Guide to Information Sources in Mathematics and Statistics

Author : Martha A. Tucker
Publisher : Bloomsbury Publishing USA
ISBN 13 : 0313053375
Total Pages : 362 pages
Book Rating : 4.3/5 (13 download)

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Book Synopsis Guide to Information Sources in Mathematics and Statistics by : Martha A. Tucker

Download or read book Guide to Information Sources in Mathematics and Statistics written by Martha A. Tucker and published by Bloomsbury Publishing USA. This book was released on 2004-09-30 with total page 362 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a reference for librarians, mathematicians, and statisticians involved in college and research level mathematics and statistics in the 21st century. We are in a time of transition in scholarly communications in mathematics, practices which have changed little for a hundred years are giving way to new modes of accessing information. Where journals, books, indexes and catalogs were once the physical representation of a good mathematics library, shelves have given way to computers, and users are often accessing information from remote places. Part I is a historical survey of the past 15 years tracking this huge transition in scholarly communications in mathematics. Part II of the book is the bibliography of resources recommended to support the disciplines of mathematics and statistics. These are grouped by type of material. Publication dates range from the 1800's onwards. Hundreds of electronic resources-some online, both dynamic and static, some in fixed media, are listed among the paper resources. Amazingly a majority of listed electronic resources are free.

Group Privacy

Author : Linnet Taylor
Publisher : Springer
ISBN 13 : 3319466089
Total Pages : 249 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Group Privacy by : Linnet Taylor

Download or read book Group Privacy written by Linnet Taylor and published by Springer. This book was released on 2016-12-28 with total page 249 pages. Available in PDF, EPUB and Kindle. Book excerpt: The goal of the book is to present the latest research on the new challenges of data technologies. It will offer an overview of the social, ethical and legal problems posed by group profiling, big data and predictive analysis and of the different approaches and methods that can be used to address them. In doing so, it will help the reader to gain a better grasp of the ethical and legal conundrums posed by group profiling. The volume first maps the current and emerging uses of new data technologies and clarifies the promises and dangers of group profiling in real life situations. It then balances this with an analysis of how far the current legal paradigm grants group rights to privacy and data protection, and discusses possible routes to addressing these problems. Finally, an afterword gathers the conclusions reached by the different authors and discuss future perspectives on regulating new data technologies.