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Fundamentals of Applied Multidimensional Scaling for Educational and Psychological Research, Cody S. Ding


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Автор: Cody S. Ding
Название:  Fundamentals of Applied Multidimensional Scaling for Educational and Psychological Research
ISBN: 9783030086329
Издательство: Springer
Классификация:



ISBN-10: 3030086321
Обложка/Формат: Soft cover
Страницы: 197
Вес: 0.33 кг.
Дата издания: 2018
Язык: English
Издание: Softcover reprint of
Иллюстрации: 37 tables, color; 40 illustrations, color; 14 illustrations, black and white; x, 197 p. 54 illus., 40 illus. in color.
Размер: 234 x 156 x 11
Читательская аудитория: General (us: trade)
Основная тема: Statistics
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: 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.
Дополнительное описание: Chapter 1: Introduction.- Chapter 2: Data issues of MDS.- Chapter 3: Metric vas non-metric MDS model.- Chapter 4: Model selection and interpretation.- Chapter 5: Basic MDS analysis.- Chapter 6: Visualization of data structure by MDS.- Chapter 7: Individua



Fundamentals of Applied Multidimensional Scaling for Educational and Psychological Research

Автор: Ding
Название: Fundamentals of Applied Multidimensional Scaling for Educational and Psychological Research
ISBN: 3319781715 ISBN-13(EAN): 9783319781716
Издательство: Springer
Рейтинг:
Цена: 11878.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: 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.

Multidimensional Item Response Theory

Автор: Wes Bonifay
Название: Multidimensional Item Response Theory
ISBN: 1506384250 ISBN-13(EAN): 9781506384252
Издательство: Sage Publications
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Цена: 5859.00 р.
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Описание:

Several decades of psychometric research have led to the development of sophisticated models for multidimensional test data, and in recent years, multidimensional item response theory (MIRT) has become a burgeoning topic in psychological and educational measurement. Considered a cutting-edge statistical technique, the methodology underlying MIRT can be complex, and therefore doesn’t receive much attention in introductory IRT courses. However author Wes Bonifay shows how MIRT can be understood and applied by anyone with a firm grounding in unidimensional IRT modeling. His volume includes practical examples and illustrations, along with numerous figures and diagrams. Multidimensional Item Response Theory includes snippets of R code interspersed throughout the text (with the complete R code included on an accompanying website) to guide readers in exploring MIRT models, estimating the model parameters, generating plots, and implementing the various procedures and applications discussed throughout the book.

Fuzzy Set Approach to Multidimensional Poverty Measurement

Автор: Achille A. Lemmi; Gianni Betti
Название: Fuzzy Set Approach to Multidimensional Poverty Measurement
ISBN: 1441941711 ISBN-13(EAN): 9781441941718
Издательство: Springer
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Цена: 23757.00 р.
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Описание: This volume brings together advanced thinking on the multidimensional measurement of poverty.

Applied multidimensional scaling and unfolding.

Автор: Ingwer Borg, Patrick J.F. Groenen, Patrick Mair
Название: Applied multidimensional scaling and unfolding.
ISBN: 3319734709 ISBN-13(EAN): 9783319734705
Издательство: Springer
Рейтинг:
Цена: 9083.00 р.
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Описание: This book introduces multidimensional scaling (MDS) and unfolding as data analysis techniques for applied researchers. 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.).

Modern Multidimensional Scaling

Автор: I. Borg; P. J. F. Groenen
Название: Modern Multidimensional Scaling
ISBN: 1441920463 ISBN-13(EAN): 9781441920461
Издательство: Springer
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Цена: 24456.00 р.
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Описание: The first edition was released in 1996 and has sold close to 2200 copies. Provides an up-to-date comprehensive treatment of MDS, a statistical technique used to analyze the structure of similarity or dissimilarity data in multidimensional space. The authors have added three chapters and exercise sets.

Coherent Multidimensional Spectroscopy

Автор: Cho Minhaeng
Название: Coherent Multidimensional Spectroscopy
ISBN: 981139752X ISBN-13(EAN): 9789811397523
Издательство: Springer
Рейтинг:
Цена: 20962.00 р.
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Описание: This book will fulfill the needs of time-domain spectroscopists who wish to deepen their understanding of both the theoretical and experimental features of this cutting-edge spectroscopy technique. Coherent Multidimensional Spectroscopy (CMDS) is a state-of-the-art technique with applications in a variety of subjects like chemistry, molecular physics, biochemistry, biophysics, and material science. Due to dramatic advancements of ultrafast laser technologies, diverse multidimensional spectroscopic methods utilizing combinations of THz, IR, visible, UV, and X-ray radiation sources have been developed and used to study real time dynamics of small molecules in solutions, proteins and nucleic acids in condensed phases and membranes, single and multiple excitons in functional materials like semiconductors, quantum dots, and solar cells, photo-excited states in light-harvesting complexes, ions in battery electrolytes, electronic and conformational changes in charge or proton transfer systems, and excess electrons and protons in water and biological systems.

Multidimensional Item Response Theory

Автор: M.D. Reckase
Название: Multidimensional Item Response Theory
ISBN: 1461417147 ISBN-13(EAN): 9781461417149
Издательство: Springer
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Цена: 21661.00 р.
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Описание: First thorough treatment of multidimensional item response theoryDescription of methods is supported by numerous practical examplesDescribes procedures for multidimensional computerized adaptive testing

Multidimensional Time-Resolved Spectroscopy

Автор: Tiago Buckup; J?r?mie L?onard
Название: Multidimensional Time-Resolved Spectroscopy
ISBN: 3030024776 ISBN-13(EAN): 9783030024772
Издательство: Springer
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Цена: 34937.00 р.
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Описание: The series Topics in Current Chemistry Collections presents critical reviews from the journal Topics in Current Chemistry organized in topical volumes. The scope of coverage is all areas of chemical science including the interfaces with related disciplines such as biology, medicine and materials science. The goal of each thematic volume is to give the non-specialist reader, whether in academia or industry, a comprehensive insight into an area where new research is emerging which is of interest to a larger scientific audience.Each review within the volume critically surveys one aspect of that topic and places it within the context of the volume as a whole. The most significant developments of the last 5 to 10 years are presented using selected examples to illustrate the principles discussed. The coverage is not intended to be an exhaustive summary of the field or include large quantities of data, but should rather be conceptual, concentrating on the methodological thinking that will allow the non-specialist reader to understand the information presented. Contributions also offer an outlook on potential future developments in the field.

Elements of Dual Scaling

Автор: Nishisato
Название: Elements of Dual Scaling
ISBN: 1138876321 ISBN-13(EAN): 9781138876323
Издательство: Taylor&Francis
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Цена: 8726.00 р.
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Описание:

Quantification methodology of categorical data is a popular topic in many branches of science. Most books, however, are either too advanced for those who need it, or too elementary to gain insight into its potential. This book fills the gap between these extremes, and provides specialists with an easy and comprehensive reference, and others with a complete treatment of dual scaling methodology -- starting with motivating examples, followed by an introductory discussion of necessary quantitative skills, and ending with different perpsectives on dual scaling with examples, advanced topics, and future possibilities.

This book attempts to successively upgrade readers' readiness for handling analysis of qualitative, categorical, and non-metric data, without overloading them. The writing style is very friendly, and difficult topics are always accompanied by simple illlustrative examples.

There are a number of topics on dual scaling which were previously addressed only in journal articles or in publications that are not readily available. Integration of these topics into the standard framework makes the current book unique, and its extensive coverage of relevant topics is unprecedented. This book will serve as both reference and textbook for all those who want to analyze categorical data effectively.

Statistical Models for Test Equating, Scaling, and Linking

Автор: Alina A. von A. von Davier
Название: Statistical Models for Test Equating, Scaling, and Linking
ISBN: 146142710X ISBN-13(EAN): 9781461427100
Издательство: Springer
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Цена: 16769.00 р.
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Описание: This book emphasizes formal statistical features of the practice of equating and scaling, discusses the quality of the equating results from the statistical perspective as opposed to focusing on policy and implications, which represent a different side.

Scaling Chemical Processes

Автор: Jonathan Worstell
Название: Scaling Chemical Processes
ISBN: 012804635X ISBN-13(EAN): 9780128046357
Издательство: Elsevier Science
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Цена: 5051.00 р.
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Описание:

"Scaling Chemical Processes: Practical Guides in Chemical Engineering" is one of a series of short texts that each provides a focused introductory view on a single subject. The full library spans the main topics in the chemical process industries for engineering professionals who require a basic grounding in various related topics. They are pocket publications that the professional engineer can easily carry with them or access electronically while working. Each text is highly practical and applied, and presents first principles for engineers who need to get up to speed in a new area fast.

The focused facts provided in each guide will help you converse with experts in the field, attempt your own initial troubleshooting, check calculations, and solve rudimentary problems. This book discusses scaling chemical processes from a laboratory through a pilot plant to a commercial plant. It bases scaling on similarity principles and uses dimensional analysis to derive the dimensionless parameters necessary to ensure a successful chemical process development program. This series is fully endorsed and co-branded by the IChemE, and they help to promote the series.
Offers practical, short, concise information on the basics to help you get an answer or teach yourself a new topic quicklyIncludes industry examples to help you solve real world problemsProvides key facts for professionals in convenient single subject volumesDiscusses scaling chemical processes from a laboratory through a pilot plant to a commercial plant"

Linear-Scaling Techniques in Computational Chemistry and Physics

Автор: Robert Zale?ny; Manthos G. Papadopoulos; Paul G. M
Название: Linear-Scaling Techniques in Computational Chemistry and Physics
ISBN: 9400735561 ISBN-13(EAN): 9789400735569
Издательство: Springer
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Цена: 46118.00 р.
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Описание: This text systematically reviews recent developments in linear-scaling methods and their applications in computational chemistry and physics. Heavy emphasis is placed on the theoretical aspects of linear-scaling methods.


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