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Bücher Englische Bücher Wissen & Bildung Sozialwissenschaft, Recht, Wirtschaft Soziologie Empirische & Qualitative Sozialforschung Fundamentals of Applied Multidimensional Scaling for Educational and Psychological Research
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Fundamentals of Applied Multidimensional Scaling for Educational and Psychological Research
Cody S. Ding (Gebundene Ausgabe, Englisch)
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Beschreibung
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 inthis 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. Dieses Produkt haben wir gerade leider nicht auf Lager.
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Technische Daten
Erscheinungsdatum
18.04.2018
Sprache
Englisch
EAN
9783319781716
Herausgeber
Springer International Publishing
Sonderedition
Nein
Autor
Cody S. Ding
Seitenanzahl
197
Auflage
1st edition 2018
Einbandart
Gebundene Ausgabe
Schlagwörter
Multidimensional Scaling (MDS), MDS, Preference Analysis, Individual Differences Modelling, Data Visualization, Confirmatory MDS Analysis, Data Map, MDS Growth Analysis, MDS Profile Analysis, MDS Analysis, Educational Research, Psychological Research
Thema-Inhalt
JHBC - Sozialforschung und -statistik
JMBT - Psychologische Tests, Messtechniken
JN - Pädagogik
Höhe
235 mm
Breite
15.5 cm
Hersteller: Springer, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com, Springer Nature Customer Service Center GmbH
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