Fundamentals of Applied Multidimensional Scaling for Educational and Psychological Research

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Publisher : Springer
ISBN 13 : 3319781723
Total Pages : 197 pages
Book Rating : 4.3/5 (197 download)

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Book Synopsis Fundamentals of Applied Multidimensional Scaling for Educational and Psychological Research by : Cody S. Ding

Download or read book Fundamentals of Applied Multidimensional Scaling for Educational and Psychological Research written by Cody S. Ding and published by Springer. This book was released on 2018-04-09 with total page 197 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores the fundamentals of multidimensional scaling (MDS) and how this analytic method can be used in applied setting for educational and psychological research. The book tries to make MDS more accessible to a wider audience in terms of the language and examples that are more relevant to educational and psychological research and less technical so that the readers are not overwhelmed by equations. The goal is for readers to learn the methods described in this book and immediately start using MDS via available software programs. The book also examines new applications that have previously not been discussed in MDS literature. It should be an ideal book for graduate students and researchers to better understand MDS. Fundamentals of Applied Multidimensional Scaling for Educational and Psychological Research is divided into three parts. Part I covers the basic and fundamental features of MDS models pertaining to applied research applications. Chapters in this section cover the essential features of data that are typically associated with MDS analysis such as preference ration or binary choice data, and also looking at metric and non-metric MDS models to build a foundation for later discussion and applications in later chapters. Part II examines specific MDS models and its applications for education and psychology. This includes spatial analysis methods that can be used in MDS to test clustering effect of items and individual differences MDS model (INDSCAL). Finally, Part III focuses on new applications of MDS analysis in these research fields. These new applications consist of profile analysis, longitudinal analysis, mean-level change, and pattern change. The book concludes with a historical review of MDS development as an analytical method and a look to future directions.

Statistical Methods for Experimental Research in Education and Psychology

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Publisher : Springer
ISBN 13 : 3030212416
Total Pages : 301 pages
Book Rating : 4.0/5 (32 download)

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Book Synopsis Statistical Methods for Experimental Research in Education and Psychology by : Jimmie Leppink

Download or read book Statistical Methods for Experimental Research in Education and Psychology written by Jimmie Leppink and published by Springer. This book was released on 2019-05-30 with total page 301 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on experimental research in two disciplines that have a lot of common ground in terms of theory, experimental designs used, and methods for the analysis of experimental research data: education and psychology. Although the methods covered in this book are also frequently used in many other disciplines, including sociology and medicine, the examples in this book come from contemporary research topics in education and psychology. Various statistical packages, commercial and zero-cost Open Source ones, are used. The goal of this book is neither to cover all possible statistical methods out there nor to focus on a particular statistical software package. There are many excellent statistics textbooks on the market that present both basic and advanced concepts at an introductory level and/or provide a very detailed overview of options in a particular statistical software programme. This is not yet another book in that genre. Core theme of this book is a heuristic called the question-design-analysis bridge: there is a bridge connecting research questions and hypotheses, experimental design and sampling procedures, and common statistical methods in that context. Each statistical method is discussed in a concrete context of a set of research question with directed (one-sided) or undirected (two-sided) hypotheses and an experimental setup in line with these questions and hypotheses. Therefore, the titles of the chapters in this book do not include any names of statistical methods such as ‘analysis of variance’ or ‘analysis of covariance’. In a total of seventeen chapters, this book covers a wide range of topics of research questions that call for experimental designs and statistical methods, fairly basic or more advanced.

Applied Multidimensional Scaling and Unfolding

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Publisher : Springer
ISBN 13 : 3319734717
Total Pages : 122 pages
Book Rating : 4.3/5 (197 download)

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Book Synopsis Applied Multidimensional Scaling and Unfolding by : Ingwer Borg

Download or read book Applied Multidimensional Scaling and Unfolding written by Ingwer Borg and published by Springer. This book was released on 2018-05-16 with total page 122 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces multidimensional scaling (MDS) and unfolding as data analysis techniques for applied researchers. MDS is used for the analysis of proximity data on a set of objects, representing the data as distances between points in a geometric space (usually of two dimensions). Unfolding is a related method that maps preference data (typically evaluative ratings of different persons on a set of objects) as distances between two sets of points (representing the persons and the objects, resp.). This second edition has been completely revised to reflect new developments and the coverage of unfolding has also been substantially expanded. Intended for applied researchers whose main interests are in using these methods as tools for building substantive theories, it discusses numerous applications (classical and recent), highlights practical issues (such as evaluating model fit), presents ways to enforce theoretical expectations for the scaling solutions, and addresses the typical mistakes that MDS/unfolding users tend to make. Further, it shows how MDS and unfolding can be used in practical research work, primarily by using the smacof package in the R environment but also Proxscal in SPSS. It is a valuable resource for psychologists, social scientists, and market researchers, with a basic understanding of multivariate statistics (such as multiple regression and factor analysis).

The Art of Modelling the Learning Process

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Publisher : Springer Nature
ISBN 13 : 3030430820
Total Pages : 276 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis The Art of Modelling the Learning Process by : Jimmie Leppink

Download or read book The Art of Modelling the Learning Process written by Jimmie Leppink and published by Springer Nature. This book was released on 2020-04-06 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: By uniting key concepts and methods from education, psychology, statistics, econometrics, medicine, language, and forensic science, this textbook provides an interdisciplinary methodological approach to study human learning processes longitudinally. This longitudinal approach can help to acquire a better understanding of learning processes, can inform both future learning and the revision of educational content and formats, and may help to foster self-regulated learning skills. The initial section of this textbook focuses on different types of research questions as well as practice-driven questions that may refer to groups or to individual learners. This is followed by a discussion of different types of outcome variables in educational research and practice, such as pass/fail and other dichotomies, multi-category nominal choices, ordered performance categories, and different types of quantifiable (i.e., interval or ratio level of measurement) variables. For each of these types of outcome variables, single-measurement and repeated-measurements scenarios are offered with clear examples. The book then introduces cross-sectional and longitudinal interdependence of learning-related variables through emerging network-analytic methods and in the final part the learned concepts are applied to different types of studies involving time series. The book concludes with some general guidelines to give direction to future (united) educational research and practice. This textbook is a must-have for all applied researchers, teachers and practitioners interested in (the teaching of) human learning, instructional design, assessment, life-long learning or applications of concepts and methods commonly encountered in fields such as econometrics, psychology, and sociology to educational research and practice.

Fundamentals and Frontiers of Medical Education and Decision-Making

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Publisher : Taylor & Francis
ISBN 13 : 1040048544
Total Pages : 339 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Fundamentals and Frontiers of Medical Education and Decision-Making by : Jordan Richard Scheonherr

Download or read book Fundamentals and Frontiers of Medical Education and Decision-Making written by Jordan Richard Scheonherr and published by Taylor & Francis. This book was released on 2024-07-22 with total page 339 pages. Available in PDF, EPUB and Kindle. Book excerpt: Fundamentals and Frontiers of Medical Education and Decision-Making brings together international experts to consider the theoretical, practical, and sociocultural foundations of health professions education. In this volume, the authors review the foundational theories that have informed the early transition to competency-based education. Moving beyond these monolithic models, the authors draw from learning and psychological sciences to provide a means to operationalize competencies. The chapters cover fundamental topics including the transition from novices to experts, the development of psychomotor skills in surgery, the role of emotion and metacognition in decision-making, and how practitioners and laypeople represent and communicate health information. Each section provides chapters that integrate and advance our understanding of health professions education and decision- making. Grounded in psychological science, this book highlights the fundamental issues faced by healthcare professionals, and the frontiers of learning and decision-making. It is important reading for a wide audience of healthcare professionals, healthcare administrators, as well as researchers in judgment and decision-making.

Key Texts in Multidimensional Scaling

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Publisher : Heinemann Educational Publishers
ISBN 13 : 9780435822545
Total Pages : 349 pages
Book Rating : 4.8/5 (225 download)

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Book Synopsis Key Texts in Multidimensional Scaling by : Peter M. Davies

Download or read book Key Texts in Multidimensional Scaling written by Peter M. Davies and published by Heinemann Educational Publishers. This book was released on 1982-01-01 with total page 349 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Fundamentals of Research on Culture and Psychology

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Publisher : Routledge
ISBN 13 : 1317666100
Total Pages : 326 pages
Book Rating : 4.3/5 (176 download)

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Book Synopsis Fundamentals of Research on Culture and Psychology by : Valery Chirkov

Download or read book Fundamentals of Research on Culture and Psychology written by Valery Chirkov and published by Routledge. This book was released on 2015-11-19 with total page 326 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the first book that provides detailed guidelines of how to conduct multi-disciplinary research to study people’s behaviors in different cultures. Readers are encouraged to look beyond disciplinary boundaries to address issues between individuals and their socio-cultural environments so as to design the most effective studies possible. The core philosophical and theoretical assumptions that underlie the strategies, designs, and techniques used when researching cultural issues are examined. The book reviews all the steps that go into doing cultural research from formulating the research problem to selecting the most appropriate method for data analysis. Realist and interpretivist paradigms together with the theory of cultural models and quantitative, qualitative, mixed-method, and multiple-design strategies are reviewed. Case studies, ethnographies, and interviewing techniques are emphasized throughout. Chapters open with learning objectives and end with a conclusion, a glossary, questions, exercises, and recommended readings. Numerous multidisciplinary examples, tables, and figures demonstrate and synthesize the analysis of data. Information boxes provide historical notes and how-to boxes provide tips on methodological issues. Highlights include: -Encourages researchers to breach disciplinary boundaries to address the problems of human functioning in different cultures (Chs. 1 & 2). -Introduces readers to the theory of cultural models that helps bridge the human mind and socio-cultural realities (Chs. 2 & 10). -Propagates the realist and interpretivist philosophical paradigms for doing cultural studies and demonstrates how to use these approaches when studying people in different cultures (Chs. 3 & 4). -Helps readers formulate productive research questions, articulate concepts, and understand the role theories play in cultural research (Ch. 5 - 6). -Reviews research designs including case-based and variable-based ones, person-centered ethnography, interviewing, and quantitative studies (Chs. 7 - 10). -www.routledge.com/9780415820325/ provides instructors with Power Points, additional references and studies, and questions for discussion and evaluation for each chapter and students with chapter outlines and objectives, key terms and concepts with a hotlink to the definition, and suggested readings and websites. Part 1 explores disciplinary and theoretical thinking to help readers connect different disciplines, theories, and philosophical paradigms in a logical way. Part 2 reviews planning research with an emphasis on defining the research problem. Here readers learn to articulate the purpose of the study and the research questions, work with related conceptual and theoretical foundations, and identify various research strategies including nomothetic and idiographic approaches, variable- and case-based studies, and potential sampling problems. Part 3 reviews the practical aspects of doing cultural research -- how to use various research designs including experimental, quasi-experimental, correlational studies, mixed method designs, and ethnographic and qualitative studies. Methodological problems specific to researching cultural issues such as the equivalence of concepts, the translation of instruments, and verifying measurement invariance are reviewed. Readers are also introduced to ethnography including practical elements such as language training, formal document requirements, and issues related to working in an unfamiliar community. The book concludes with the most crucial aspects of conducting ethical cultural psychological research. Intended for advanced undergraduate or graduate courses that conduct cultural or cross-cultural research including cross-(cultural) psychology, culture and psychology, or research methods/design courses in psychology, anthropology, sociology, cultural studies, social work, education, geography, international relations, business, nursing, public health, and communication, the book also appeals to researchers interested in conducting cross-cultural and cultural studies. Prerequisites include introductory courses on research methods and cross-cultural/cultural psychology.

Applied Multivariate Research

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Publisher : SAGE
ISBN 13 : 141298811X
Total Pages : 1105 pages
Book Rating : 4.4/5 (129 download)

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Book Synopsis Applied Multivariate Research by : Lawrence S. Meyers

Download or read book Applied Multivariate Research written by Lawrence S. Meyers and published by SAGE. This book was released on 2013 with total page 1105 pages. Available in PDF, EPUB and Kindle. Book excerpt: For me the comprehensive nature of the text is most important - even when I don't cover topics in class students gain value by being able to read about cluster analysis or ROC analysis in enough detail that they can conduct their own analyses. Students appreciate the integration with SPSS. There is an appropriate balance of "practice" and background so that students learn what they need to know about the techniques but also learn how to implement and interpret the analysis.

Scaling Methods

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Publisher : Psychology Press
ISBN 13 : 1135692947
Total Pages : 283 pages
Book Rating : 4.1/5 (356 download)

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Book Synopsis Scaling Methods by : Peter Dunn-Rankin

Download or read book Scaling Methods written by Peter Dunn-Rankin and published by Psychology Press. This book was released on 2014-04-04 with total page 283 pages. Available in PDF, EPUB and Kindle. Book excerpt: Scaling Methods is written for professionals in the behavioral sciences who analyze data that results from subjective responses. Other books on scaling attitudes or measuring perceptions focus on the psychometrician's view of measurement. This book focuses on the users' view by concentrating on effective ways to analyze data rather than the mathematical details of how each program works. The methods included handle the majority of data analysis problems encountered and are accompanied by a software solution. Each chapter features the theory surrounding that methodology, an example, a real-world application, and a computer solution. This book introduces the major uni- and multi-dimensional scaling method techniques most common in educational, social, and psychological research. Using four primary methods of data collection--ordering, categorical rating, free clustering, and similarity judgments--Scaling Methods, Second Edition explains how such data can be represented in ways that illustrate relationships among the data and help reveal underlying dimensional structures. Each method serves as an independent unit so readers can pick and choose from a variety of easy-to-use procedures and more advanced techniques. The new edition features a new chapter on order analysis and downloadable resources that provide stand-alone, as well as SAS supported demonstrations of multi-dimensional scaling techniques, plus programs to get raw data into matrix form. The text is written for researchers, practitioners, and advanced students in education and the social and behavioral sciences interested in analyzing data resulting from subjective responses, especially in the measurement of attitudes. Each chapter is self-contained making this an excellent resource for use in the classroom or as a self-study tool. A first course in statistics is a helpful prerequisite.

Management Research Methodology: Integration of Principles, Methods and Techniques

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Publisher : Pearson Education India
ISBN 13 : 8131797708
Total Pages : 600 pages
Book Rating : 4.1/5 (317 download)

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Book Synopsis Management Research Methodology: Integration of Principles, Methods and Techniques by : K. N. Krishnaswamy

Download or read book Management Research Methodology: Integration of Principles, Methods and Techniques written by K. N. Krishnaswamy and published by Pearson Education India. This book was released on 2006 with total page 600 pages. Available in PDF, EPUB and Kindle. Book excerpt: The subject of management research methodology is enthralling and complex. A student or a practitioner of management research is beguiled by uncertainties in the search and identification of the research problem, intrigued by the ramifications of research design, and confounded by obstacles in obtaining accurate data and complexities of data analysis. Management Research Methodology: Integration of Principles, Methods and Techniques seeks a balanced treatment of all these aspects and blends problem-solving techniques, creativity aspects, mathematical modelling and qualitative approaches in order to present the subject of Management Research Methodology in a lucid and easily understandable way.

Test Equating, Scaling, and Linking

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Publisher : Springer Science & Business Media
ISBN 13 : 1493903179
Total Pages : 582 pages
Book Rating : 4.4/5 (939 download)

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Book Synopsis Test Equating, Scaling, and Linking by : Michael J. Kolen

Download or read book Test Equating, Scaling, and Linking written by Michael J. Kolen and published by Springer Science & Business Media. This book was released on 2014-01-13 with total page 582 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an introduction to test equating, scaling and linking, including those concepts and practical issues that are critical for developers and all other testing professionals. In addition to statistical procedures, successful equating, scaling and linking involves many aspects of testing, including procedures to develop tests, to administer and score tests and to interpret scores earned on tests. Test equating methods are used with many standardized tests in education and psychology to ensure that scores from multiple test forms can be used interchangeably. Test scaling is the process of developing score scales that are used when scores on standardized tests are reported. In test linking, scores from two or more tests are related to one another. Linking has received much recent attention, due largely to investigations of linking similarly named tests from different test publishers or tests constructed for different purposes. In recent years, researchers from the education, psychology and statistics communities have contributed to the rapidly growing statistical and psychometric methodologies used in test equating, scaling and linking. In addition to the literature covered in previous editions, this new edition presents coverage of significant recent research. In order to assist researchers, advanced graduate students and testing professionals, examples are used frequently and conceptual issues are stressed. New material includes model determination in log-linear smoothing, in-depth presentation of chained linear and equipercentile equating, equating criteria, test scoring and a new section on scores for mixed-format tests. In the third edition, each chapter contains a reference list, rather than having a single reference list at the end of the volume The themes of the third edition include: * the purposes of equating, scaling and linking and their practical context * data collection designs * statistical methodology * designing reasonable and useful equating, scaling, and linking studies * importance of test development and quality control processes to equating * equating error, and the underlying statistical assumptions for equating

Social Networks

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Publisher : Taylor & Francis
ISBN 13 : 9780415251082
Total Pages : 416 pages
Book Rating : 4.2/5 (51 download)

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Book Synopsis Social Networks by : John Scott

Download or read book Social Networks written by John Scott and published by Taylor & Francis. This book was released on 2002 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt: This collection brings together the principal sources in the development of the techniques of social network analysis, from early metaphorical statements in Simmel and Radcliffe-Brown through the more systematic explorations in sociology and social anthropology, to contemporary formalizations. A new introduction explores the history of Social Networks and highlights the arguments of those who treat social network analysis as a loose, qualitative approach as well as those who see its potential in technical, mathematical uses. The thematically organized coverage includes: * Part I: Conceptualizing Social Networks * Part II: Topics and Developments in Graph Theory * Part III: Further Mathematical Models for Networks * Part IV: Applications: Family and Community * Part V: Applications: Corporate Power and Economic Structures * Part VI: Applications: Political, Protest, and Policy Networks * Part VII: Applications: Knowledge, Reputation, and Diffusion

Handbook of Quantitative Methods for Educational Research

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Publisher : Springer Science & Business Media
ISBN 13 : 9462094047
Total Pages : 404 pages
Book Rating : 4.4/5 (62 download)

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Book Synopsis Handbook of Quantitative Methods for Educational Research by : Timothy Teo

Download or read book Handbook of Quantitative Methods for Educational Research written by Timothy Teo and published by Springer Science & Business Media. This book was released on 2014-02-07 with total page 404 pages. Available in PDF, EPUB and Kindle. Book excerpt: As part of their research activities, researchers in all areas of education develop measuring instruments, design and conduct experiments and surveys, and analyze data resulting from these activities. Educational research has a strong tradition of employing state-of-the-art statistical and psychometric (psychological measurement) techniques. Commonly referred to as quantitative methods, these techniques cover a range of statistical tests and tools. Quantitative research is essentially about collecting numerical data to explain a particular phenomenon of interest. Over the years, many methods and models have been developed to address the increasingly complex issues that educational researchers seek to address. This handbook serves to act as a reference for educational researchers and practitioners who desire to acquire knowledge and skills in quantitative methods for data analysis or to obtain deeper insights from published works. Written by experienced researchers and educators, each chapter in this handbook covers a methodological topic with attention paid to the theory, procedures, and the challenges on the use of that particular methodology. It is hoped that readers will come away from each chapter with a greater understanding of the methodology being addressed as well as an understanding of the directions for future developments within that methodological area.

Handbook of Psychology, Research Methods in Psychology

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Publisher : John Wiley & Sons
ISBN 13 : 0470890649
Total Pages : 806 pages
Book Rating : 4.4/5 (78 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 2012-10-16 with total page 806 pages. Available in PDF, EPUB and Kindle. Book excerpt: Psychology is of interest to academics from many fields, as well as to the thousands of academic and clinical psychologists and general public who can't help but be interested in learning more about why humans think and behave as they do. This award-winning twelve-volume reference covers every aspect of the ever-fascinating discipline of psychology and represents the most current knowledge in the field. This ten-year revision now covers discoveries based in neuroscience, clinical psychology's new interest in evidence-based practice and mindfulness, and new findings in social, developmental, and forensic psychology.

Fundamentals of Measurement in Applied Research

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Author :
Publisher : Allyn & Bacon
ISBN 13 :
Total Pages : 584 pages
Book Rating : 4.X/5 (4 download)

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Book Synopsis Fundamentals of Measurement in Applied Research by : Theresa A. Thorkildsen

Download or read book Fundamentals of Measurement in Applied Research written by Theresa A. Thorkildsen and published by Allyn & Bacon. This book was released on 2005 with total page 584 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text introduces students to the common measurement tools used in Education and Social Science Research so that they can design, produce, and use new research. This text will show how users of research and assessment tools can become proficient in the production of new instruments and understand the skills necessary for constructing new measures. Details of how psychometric, developmental, and interpretive approaches to measurement are used in a multitude of social sciences are reviewed and supporting activities show how researchers use key measurement concepts. The book can be covered one chapter at a time in a formal measurement course or used as a supplementary text for a course on research design.

Psychological Scaling: Theory and Applications

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Publisher :
ISBN 13 :
Total Pages : 236 pages
Book Rating : 4.X/5 (4 download)

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Book Synopsis Psychological Scaling: Theory and Applications by : Harold Gulliksen

Download or read book Psychological Scaling: Theory and Applications written by Harold Gulliksen and published by . This book was released on 1960 with total page 236 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Multidimensional Scaling

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Publisher :
ISBN 13 :
Total Pages : 14 pages
Book Rating : 4.:/5 (222 download)

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Book Synopsis Multidimensional Scaling by : Forrest W. Young

Download or read book Multidimensional Scaling written by Forrest W. Young and published by . This book was released on 1983 with total page 14 pages. Available in PDF, EPUB and Kindle. Book excerpt: