Applied Quantitative Analysis In Education And The Social Sciences

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Applied Quantitative Analysis in Education and the Social Sciences

Author : Yaacov Petscher
Publisher : Routledge
ISBN 13 : 113626633X
Total Pages : 389 pages
Book Rating : 4.1/5 (362 download)

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Book Synopsis Applied Quantitative Analysis in Education and the Social Sciences by : Yaacov Petscher

Download or read book Applied Quantitative Analysis in Education and the Social Sciences written by Yaacov Petscher and published by Routledge. This book was released on 2013-03-05 with total page 389 pages. Available in PDF, EPUB and Kindle. Book excerpt: To say that complex data analyses are ubiquitous in the education and social sciences might be an understatement. Funding agencies and peer-review journals alike require that researchers use the most appropriate models and methods for explaining phenomena. Univariate and multivariate data structures often require the application of more rigorous methods than basic correlational or analysis of variance models. Additionally, though a vast set of resources may exist on how to run analysis, difficulties may be encountered when explicit direction is not provided as to how one should run a model and interpret results. The mission of this book is to expose the reader to advanced quantitative methods as it pertains to individual level analysis, multilevel analysis, item-level analysis, and covariance structure analysis. Each chapter is self-contained and follows a common format so that readers can run the analysis and correctly interpret the output for reporting.

Handbook on Applied Quantitative Methods in Education

Author : Margaret Ross
Publisher :
ISBN 13 : 9781524900786
Total Pages : pages
Book Rating : 4.9/5 (7 download)

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Book Synopsis Handbook on Applied Quantitative Methods in Education by : Margaret Ross

Download or read book Handbook on Applied Quantitative Methods in Education written by Margaret Ross and published by . This book was released on 2016-06-28 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Teaching Quantitative Methods

Author : Geoff Payne
Publisher : SAGE
ISBN 13 : 144624542X
Total Pages : 202 pages
Book Rating : 4.4/5 (462 download)

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Book Synopsis Teaching Quantitative Methods by : Geoff Payne

Download or read book Teaching Quantitative Methods written by Geoff Payne and published by SAGE. This book was released on 2011-03-04 with total page 202 pages. Available in PDF, EPUB and Kindle. Book excerpt: This exciting collection is both useful and timely. It clearly lays out the problems, strategies and resources associated with the teaching of quantitative methods in modern universities. Addressing the perceived ′crisis of number′ in a practical and fresh way the book sets out dynamic new approaches to teaching quantitative methods. It offers historical, comparative, analytical reflection and empirical evidence concerning the crisis in contemporary social sciences. Experts from across the social sciences provide a wide range of authoritative insights as well as a number of useful illustrations of strategies and resources designed to help overcome this ′crisis of number′. Each chapter reflects the diversity of backgrounds and approaches within the social sciences making this an interdisciplinary, relevant addition to the subject. The book also: o focuses on innovations in how to teach quantitative research methods o reports on the latest ESRC research projects on teaching quantitative methods o locates itself within current debates about skills for employment. Clear, engaging and original this book will be essential reading for those interested in learning and teaching quantitative methods.

Quantitative Social Science

Author : Kosuke Imai
Publisher : Princeton University Press
ISBN 13 : 0691222282
Total Pages : 478 pages
Book Rating : 4.6/5 (912 download)

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Book Synopsis Quantitative Social Science by : Kosuke Imai

Download or read book Quantitative Social Science written by Kosuke Imai and published by Princeton University Press. This book was released on 2022-08-02 with total page 478 pages. Available in PDF, EPUB and Kindle. Book excerpt: A tidyverse edition of the acclaimed textbook on data analysis and statistics for the social sciences and allied fields Quantitative analysis is an essential skill for social science research, yet students in the social sciences and related areas typically receive little training in it. Quantitative Social Science is a practical introduction to data analysis and statistics written especially for undergraduates and beginning graduate students in the social sciences and allied fields, including business, economics, education, political science, psychology, sociology, public policy, and data science. Proven in classrooms around the world, this one-of-a-kind textbook engages directly with empirical analysis, showing students how to analyze and interpret data using the tidyverse family of R packages. Data sets taken directly from leading quantitative social science research illustrate how to use data analysis to answer important questions about society and human behavior. Emphasizes hands-on learning, not paper-and-pencil statisticsIncludes data sets from actual research for students to test their skills onCovers data analysis concepts such as causality, measurement, and prediction, as well as probability and statistical toolsFeatures a wealth of supplementary exercises, including additional data analysis exercises and programming exercisesOffers a solid foundation for further studyComes with additional course materials online, including notes, sample code, exercises and problem sets with solutions, and lecture slides

Applied Quantitative Methods in Education

Author : Margaret Ross
Publisher :
ISBN 13 : 9780757586613
Total Pages : 282 pages
Book Rating : 4.5/5 (866 download)

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Book Synopsis Applied Quantitative Methods in Education by : Margaret Ross

Download or read book Applied Quantitative Methods in Education written by Margaret Ross and published by . This book was released on 2010-11-19 with total page 282 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Doing Quantitative Research in the Social Sciences

Author : Thomas R Black
Publisher : SAGE
ISBN 13 : 1446223639
Total Pages : 768 pages
Book Rating : 4.4/5 (462 download)

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Book Synopsis Doing Quantitative Research in the Social Sciences by : Thomas R Black

Download or read book Doing Quantitative Research in the Social Sciences written by Thomas R Black and published by SAGE. This book was released on 1999-03-30 with total page 768 pages. Available in PDF, EPUB and Kindle. Book excerpt: This original textbook provides a comprehensive and integrated approach to using quantitative methods in the social sciences. Thomas R Black guides the student and researcher through the minefield of potential problems that may be confronted, and it is this emphasis on the practical that distinguishes his book from others which focus exclusively on either research design and measurement or statistical methods. Focusing on the design and execution of research, key topics such as planning, sampling, the design of measuring instruments, choice of statistical text and interpretation of results are examined within the context of the research process. In a lively and accessible style, the student is introduced to researc design issues alongside statistical procedures and encouraged to develop analytical and decision-making skills.

The SAGE Handbook of Quantitative Methodology for the Social Sciences

Author : David Kaplan
Publisher : SAGE
ISBN 13 : 9780761923596
Total Pages : 532 pages
Book Rating : 4.9/5 (235 download)

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Book Synopsis The SAGE Handbook of Quantitative Methodology for the Social Sciences by : David Kaplan

Download or read book The SAGE Handbook of Quantitative Methodology for the Social Sciences written by David Kaplan and published by SAGE. This book was released on 2004-06-21 with total page 532 pages. Available in PDF, EPUB and Kindle. Book excerpt: Quantitative methodology is a highly specialized field, and as with any highly specialized field, working through idiosyncratic language can be very difficult made even more so when concepts are conveyed in the language of mathematics and statistics. The Sage Handbook of Quantitative Methodology for the Social Sciences was conceived as a way of introducing applied statisticians, empirical researchers, and graduate students to the broad array of state-of-the-art quantitative methodologies in the social sciences. The contributing authors of the Handbook were asked to write about their areas of expertise in a way that would convey to the reader the utility of their respective methodologies. Relevance to real-world problems in the social sciences is an essential ingredient of each chapter. The Handbook consists of six sections comprising twenty-five chapters, from topics in scaling and measurement, to advances in statistical modelling methodologies, and finally to broad philosophical themes that transcend many of the quantitative methodologies covered in this handbook.

Quantitative Methods in Social Science Research

Author : Stephen Gorard
Publisher : A&C Black
ISBN 13 : 1441144765
Total Pages : 269 pages
Book Rating : 4.4/5 (411 download)

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Book Synopsis Quantitative Methods in Social Science Research by : Stephen Gorard

Download or read book Quantitative Methods in Social Science Research written by Stephen Gorard and published by A&C Black. This book was released on 2003-10-01 with total page 269 pages. Available in PDF, EPUB and Kindle. Book excerpt: This clever scheme builds on Gorard's previous book, Quantitative Methods in Educational Research. He has revised the original book in the light of experience and feedback, and has reworked it so that it includes more social science examples. Four chapters are entirely new.

The Reviewer’s Guide to Quantitative Methods in the Social Sciences

Author : Gregory R. Hancock
Publisher : Routledge
ISBN 13 : 1317627784
Total Pages : 832 pages
Book Rating : 4.3/5 (176 download)

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Book Synopsis The Reviewer’s Guide to Quantitative Methods in the Social Sciences by : Gregory R. Hancock

Download or read book The Reviewer’s Guide to Quantitative Methods in the Social Sciences written by Gregory R. Hancock and published by Routledge. This book was released on 2018-11-15 with total page 832 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Reviewer’s Guide to Quantitative Methods in the Social Sciences provides evaluators of research manuscripts and proposals in the social and behavioral sciences with the resources they need to read, understand, and assess quantitative work. 35 uniquely structured chapters cover both traditional and emerging methods of quantitative data analysis, which neither junior nor veteran reviewers can be expected to know in detail. The second edition of this valuable resource updates readers on each technique’s key principles, appropriate usage, underlying assumptions and limitations, providing reviewers with the information they need to offer constructive commentary on works they evaluate. Written by methodological and applied scholars, this volume is also an indispensable author’s reference for preparing sound research manuscripts and proposals.

Quantitative Methods in Educational Research

Author : Stephen Gorard
Publisher : Bloomsbury Publishing
ISBN 13 : 1441196714
Total Pages : 219 pages
Book Rating : 4.4/5 (411 download)

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Book Synopsis Quantitative Methods in Educational Research by : Stephen Gorard

Download or read book Quantitative Methods in Educational Research written by Stephen Gorard and published by Bloomsbury Publishing. This book was released on 2010-07-01 with total page 219 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is a comprehensive guide to quantitative research, rooted in the author's own teaching and research. In particular, it challenges both the student who "does not do numbers" and the student who does nothing but numbers (and who therefore fails to interpret or challenge his/her results). The book shows how all educational researchers need to "do" quantitative research, even if only in the sense of reading other people's research findings. In fact, the book argues that the conventional distinction between primary and secondary research data is inadequate, since there is enormous need/opportunity for conducting research through using and reinterpreting secondary data. This leads to one of the main selling points of the book - Gorard's idea of the "idle researcher", who makes valuable contributions to the research literature by using data gathered by other researchers.

Quantitative Data Analysis

Author : Donald J. Treiman
Publisher : John Wiley & Sons
ISBN 13 : 111851260X
Total Pages : 476 pages
Book Rating : 4.1/5 (185 download)

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Book Synopsis Quantitative Data Analysis by : Donald J. Treiman

Download or read book Quantitative Data Analysis written by Donald J. Treiman and published by John Wiley & Sons. This book was released on 2014-01-30 with total page 476 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is an accessible introduction to quantitative dataanalysis, concentrating on the key issues facing those new toresearch, such as how to decide which statistical procedure issuitable, and how to interpret the subsequent results. Each chapterincludes illustrative examples and a set of exercises that allowsreaders to test their understanding of the topic. The book, writtenfor graduate students in the social sciences, public health, andeducation, offers a practical approach to making sociological senseout of a body of quantitative data. The book also will be useful tomore experienced researchers who need a readily accessible handbookon quantitative methods. The author has posted stata files, updates and data sets athis websitehttp://tinyurl.com/Treiman-stata-files-data-sets.

Higher Education Policy Analysis Using Quantitative Techniques

Author : Marvin Titus
Publisher : Springer Nature
ISBN 13 : 303060831X
Total Pages : 243 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Higher Education Policy Analysis Using Quantitative Techniques by : Marvin Titus

Download or read book Higher Education Policy Analysis Using Quantitative Techniques written by Marvin Titus and published by Springer Nature. This book was released on 2021-05-14 with total page 243 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook introduces graduate students in education and policy research to data and statistical methods in state-level higher education policy analysis. It also serves as a methodological guide to students, practitioners, and researchers who want a clear approach to conducting higher education policy analysis that involves the use of institutional- and state-level secondary data and quantitative methods ranging from descriptive to advanced statistical techniques. This book is unique in that it introduces readers to various types of data sources and quantitative methods utilized in policy research and in that it demonstrates how results of statistical analyses should be presented to higher education policy makers. It helps to bridge the gap between researchers, policy makers, and practitioners both within education policy and between other fields. Coverage includes identifying pertinent data sources, the creation and management of customized data sets, teaching beginning and advanced statistical methods and analyses, and the presentation of analyses for different audiences (including higher education policy makers).

The Reviewer's Guide to Quantitative Methods in the Social Sciences

Author : Gregory R. Hancock
Publisher : Routledge
ISBN 13 : 1135172986
Total Pages : 968 pages
Book Rating : 4.1/5 (351 download)

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Book Synopsis The Reviewer's Guide to Quantitative Methods in the Social Sciences by : Gregory R. Hancock

Download or read book The Reviewer's Guide to Quantitative Methods in the Social Sciences written by Gregory R. Hancock and published by Routledge. This book was released on 2010-04-26 with total page 968 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Reviewer’s Guide to Quantitative Methods in the Social Sciences is designed for evaluators of research manuscripts and proposals in the social and behavioral sciences, and beyond. Its thirty-one uniquely structured chapters cover both traditional and emerging methods of quantitative data analysis, which neither junior nor veteran reviewers can be expected to know in detail. The book updates readers on each technique’s key principles, appropriate usage, underlying assumptions, and limitations. It thereby assists reviewers to offer constructive commentary on works they evaluate, and also serves as an indispensable author’s reference for preparing sound research manuscripts and proposals. Key features include: The chapters cover virtually all of the popular classic and emerging quantitative techniques, thus helping reviewers to evaluate a manuscript’s methodological approach and its data analysis. In addition, the volume serves as an indispensable reference tool for those designing their own research. For ease of use, all chapters follow the same structure: the opening page of each chapter defines and explains the purpose of that statistical method the next one or two pages provide a table listing various criteria that should be considered when evaluating and applying that methodological approach to data analysis the remainder of each chapter contains numbered sections corresponding to the numbered criteria listed in the opening table. Each section explains the role and importance of that particular criterion. Chapters are written by methodological and applied scholars who are expert in the particular quantitative method being reviewed.

The Reviewer’s Guide to Quantitative Methods in the Social Sciences

Author : Gregory R. Hancock
Publisher : Routledge
ISBN 13 : 1317627792
Total Pages : 515 pages
Book Rating : 4.3/5 (176 download)

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Book Synopsis The Reviewer’s Guide to Quantitative Methods in the Social Sciences by : Gregory R. Hancock

Download or read book The Reviewer’s Guide to Quantitative Methods in the Social Sciences written by Gregory R. Hancock and published by Routledge. This book was released on 2018-11-15 with total page 515 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Reviewer’s Guide to Quantitative Methods in the Social Sciences provides evaluators of research manuscripts and proposals in the social and behavioral sciences with the resources they need to read, understand, and assess quantitative work. 35 uniquely structured chapters cover both traditional and emerging methods of quantitative data analysis, which neither junior nor veteran reviewers can be expected to know in detail. The second edition of this valuable resource updates readers on each technique’s key principles, appropriate usage, underlying assumptions and limitations, providing reviewers with the information they need to offer constructive commentary on works they evaluate. Written by methodological and applied scholars, this volume is also an indispensable author’s reference for preparing sound research manuscripts and proposals.

Advances in Multilevel Modeling for Educational Research

Author : Jeffrey R. Harring
Publisher : IAP
ISBN 13 : 1681233290
Total Pages : 389 pages
Book Rating : 4.6/5 (812 download)

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Book Synopsis Advances in Multilevel Modeling for Educational Research by : Jeffrey R. Harring

Download or read book Advances in Multilevel Modeling for Educational Research written by Jeffrey R. Harring and published by IAP. This book was released on 2015-12-01 with total page 389 pages. Available in PDF, EPUB and Kindle. Book excerpt: The significance that practitioners are placing on the use of multilevel models is undeniable as researchers want to both accurately partition variance stemming from complex sampling designs and understand relations within and between variables describing the hierarchical levels of these nested data structures. Simply scan the applied literature and one can see evidence of this trend by noticing the number of articles adopting multilevel models as their primary modeling framework. Helping to drive the popularity of their use, governmental funding agencies continue to advocate the use of multilevel models as part of a comprehensive analytic strategy for conducting rigorous and relevant research to improve our nation’s education system. Advances in Multilevel Modeling for Educational Research: Addressing Practical Issues Found in Real?World Applications is a resource intended for advanced graduate students, faculty and/or researchers interested in multilevel data analysis, especially in education, social and behavioral sciences. The chapters are written by prominent methodological researchers across diverse research domains such as educational statistics, quantitative psychology, and psychometrics. Each chapter exposes the reader to some of the latest methodological innovations, refinements and state?of?the?art developments and perspectives in the analysis of multilevel data including current best practices of standard techniques. We believe this volume will be particularly appealing to researchers in domains including but not limited to: educational policy and administration, educational psychology including school psychology and special education, and clinical psychology. In fact, we believe this volume will be a desirable resource for any research area that uses hierarchically nested data. The book will likely be attractive to applied and methodological researchers in several professional organizations such as the American Educational Research Association (AERA), the American Psychological Association (APA), the American Psychological Society (APS), the Society for Research on Educational Effectiveness (SREE), and other related organizations.

Research Anthology on Game Design, Development, Usage, and Social Impact

Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 1668475901
Total Pages : 2034 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis Research Anthology on Game Design, Development, Usage, and Social Impact by : Management Association, Information Resources

Download or read book Research Anthology on Game Design, Development, Usage, and Social Impact written by Management Association, Information Resources and published by IGI Global. This book was released on 2022-10-07 with total page 2034 pages. Available in PDF, EPUB and Kindle. Book excerpt: Videogames have risen in popularity in recent decades and continue to entertain many all over the world. As game design and development becomes more accessible to those outside of the industry, their uses and impacts are further expanded. Games have been developed for medical, educational, business, and many more applications. While games have many beneficial applications, many challenges exist in current development processes as well as some of their impacts on society. It is essential to investigate the current trends in the design and development of games as well as the opportunities and challenges presented in their usage and social impact. The Research Anthology on Game Design, Development, Usage, and Social Impact discusses the emerging developments, opportunities, and challenges that are found within the design, development, usage, and impact of gaming. It presents a comprehensive collection of the recent research, theories, case studies, and more within the area. Covering topics such as academic game creation, gaming experience, and violence in gaming, this major reference work is a dynamic resource for game developers, instructional designers, educators and administrators of both K-12 and higher education, students of higher education, librarians, government officials, business leaders and executives, researchers, and academicians.

Factor Analysis and Dimension Reduction in R

Author : G. David Garson
Publisher : Taylor & Francis
ISBN 13 : 1000810593
Total Pages : 547 pages
Book Rating : 4.0/5 (8 download)

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Book Synopsis Factor Analysis and Dimension Reduction in R by : G. David Garson

Download or read book Factor Analysis and Dimension Reduction in R written by G. David Garson and published by Taylor & Francis. This book was released on 2022-12-16 with total page 547 pages. Available in PDF, EPUB and Kindle. Book excerpt: Factor Analysis and Dimension Reduction in R provides coverage, with worked examples, of a large number of dimension reduction procedures along with model performance metrics to compare them. Factor analysis in the form of principal components analysis (PCA) or principal factor analysis (PFA) is familiar to most social scientists. However, what is less familiar is understanding that factor analysis is a subset of the more general statistical family of dimension reduction methods. The social scientist's toolkit for factor analysis problems can be expanded to include the range of solutions this book presents. In addition to covering FA and PCA with orthogonal and oblique rotation, this book’s coverage includes higher-order factor models, bifactor models, models based on binary and ordinal data, models based on mixed data, generalized low-rank models, cluster analysis with GLRM, models involving supplemental variables or observations, Bayesian factor analysis, regularized factor analysis, testing for unidimensionality, and prediction with factor scores. The second half of the book deals with other procedures for dimension reduction. These include coverage of kernel PCA, factor analysis with multidimensional scaling, locally linear embedding models, Laplacian eigenmaps, diffusion maps, force directed methods, t-distributed stochastic neighbor embedding, independent component analysis (ICA), dimensionality reduction via regression (DRR), non-negative matrix factorization (NNMF), Isomap, Autoencoder, uniform manifold approximation and projection (UMAP) models, neural network models, and longitudinal factor analysis models. In addition, a special chapter covers metrics for comparing model performance. Features of this book include: Numerous worked examples with replicable R code Explicit comprehensive coverage of data assumptions Adaptation of factor methods to binary, ordinal, and categorical data Residual and outlier analysis Visualization of factor results Final chapters that treat integration of factor analysis with neural network and time series methods Presented in color with R code and introduction to R and RStudio, this book will be suitable for graduate-level and optional module courses for social scientists, and on quantitative methods and multivariate statistics courses.