Patrick Mair: Modern Psychometrics with R

Cover: 9783319931753 | Modern Psychometrics with R | Patrick Mair | Taschenbuch | Use R!

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Sprache: Englisch

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Beschreibung

Fills need in existing literature for textbook on R and Psychometrics

Broadens perspective from classical methods (for instance, latent variable models) to emphasize contemporary methodology (multidimensional scaling, functional data analysis, fMRI analysis)

Accompanying datasets and reproducible code allow readers to move beyond the conceptual

Fills need in existing literature for textbook on R and Psychometrics

Broadens perspective from classical methods (for instance, latent variable models) to emphasize contemporary methodology (multidimensional scaling, functional data analysis, fMRI analysis)

Accompanying datasets and reproducible code allow readers to move beyond the conceptual

Über den Autor

Patrick Mair is Senior Lecturer in Statistics in the Department of Psychology at Harvard University. His research focuses on computational and applied statistics with special emphasis on psychometric methods, such as latent variable models and multivariate exploratory techniques. Mair holds a doctorate in Statistics and a master's degree in Psychology from the University of Vienna. He was also a Research Fellow at the Department of Statistics at the University of California, Los Angeles.

Zusammenfassung

Fills need in existing literature for textbook on R and Psychometrics

Broadens perspective from classical methods (for instance, latent variable models) to emphasize contemporary methodology (multidimensional scaling, functional data analysis, fMRI analysis)

Accompanying datasets and reproducible code allow readers to move beyond the conceptual

Inhaltsverzeichnis

Classical Test Theory.-Factor Analysis.- Path Analysis and Structural Equation Models.- Item Response Theory.- Preference Modeling.- Principal Component Analysis and Extensions.- Correspondence Analysis.- Gifi Methods.- Multidimensional Scaling.- Biplots.- Networks.- Parametric Cluster Analysis and Mixture Regression.- Modeling Trajectories and Time Series.- Analysis of fMRI Data.

Details

Erscheinungsjahr:	2018
Genre:	Recht , Sozialwissenschaften , Soziologie , Wirtschaft
Rubrik:	Wissenschaften
Medium:	Taschenbuch
Reihe:	Use R!
Inhalt:	xiii 458 S. 59 s/w Illustr. 96 farbige Illustr. 458 p. 155 illus. 96 illus. in color.
ISBN-13:	9783319931753
ISBN-10:	331993175X
Sprache:	Englisch
Herstellernummer:	978-3-319-93175-3
Einband:	Kartoniert / Broschiert
Autor:	Mair, Patrick
Hersteller:	Springer Springer International Publishing AG Use R!
Verantwortliche Person für die EU:	Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com
Maße:	235 x 155 x 26 mm
Von/Mit:	Patrick Mair
Erscheinungsdatum:	27.09.2018
Gewicht:	0,709 kg