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Latent Variable Modeling Using R
A Step-by-Step Guide
Taschenbuch von A. Alexander Beaujean
Sprache: Englisch

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Beschreibung

This accessible guide focuses on lavaan to help readers understand latent variable model (LVMs) and their analysis in R. The reasoning behind the syntax selected is provided along with multidisciplinary examples. Chapters feature key terms, interpretations of output, examples of how to write about the results, exercises with solutions, and related readings. The website provides the data for the examples and exercises and R syntax so readers can replicate the analyses. Readers learn to enter data into Rand obtain and interpret values. Written for R and LVM novices, the book prepares students and researchers to write about and interpret LVM results obtained in R.

This accessible guide focuses on lavaan to help readers understand latent variable model (LVMs) and their analysis in R. The reasoning behind the syntax selected is provided along with multidisciplinary examples. Chapters feature key terms, interpretations of output, examples of how to write about the results, exercises with solutions, and related readings. The website provides the data for the examples and exercises and R syntax so readers can replicate the analyses. Readers learn to enter data into Rand obtain and interpret values. Written for R and LVM novices, the book prepares students and researchers to write about and interpret LVM results obtained in R.

Über den Autor

A. Alexander Beaujean is an Associate Professor in Educational Psychology at Baylor University.

Inhaltsverzeichnis
Preface. 1. Introduction to R. 2. Path Models and Analysis. 3. Basic Latent Variable Models. 4. Latent Variable Models with Multiple Groups. 5. Models with Multiple Time Periods. 6. Models with Dichotomous Indicator Variables. 7. Models with Missing Data. 8. Sample Size Planning. 9. Hierarchical Latent Variable Models. Appendix A. Measures of Model Fit. Appendix B. Additional Packages. Appendix C. Exercise Answers. Glossary.
Details
Erscheinungsjahr: 2014
Fachbereich: Kommunikationswissenschaften
Genre: Medienwissenschaften
Rubrik: Wissenschaften
Medium: Taschenbuch
Seiten: 218
Inhalt: Einband - flex.(Paperback)
ISBN-13: 9781848726994
ISBN-10: 1848726996
Sprache: Englisch
Einband: Kartoniert / Broschiert
Autor: Beaujean, A. Alexander
Hersteller: Taylor & Francis Ltd
Maße: 277 x 215 x 15 mm
Von/Mit: A. Alexander Beaujean
Erscheinungsdatum: 06.05.2014
Gewicht: 0,551 kg
preigu-id: 126511531
Über den Autor

A. Alexander Beaujean is an Associate Professor in Educational Psychology at Baylor University.

Inhaltsverzeichnis
Preface. 1. Introduction to R. 2. Path Models and Analysis. 3. Basic Latent Variable Models. 4. Latent Variable Models with Multiple Groups. 5. Models with Multiple Time Periods. 6. Models with Dichotomous Indicator Variables. 7. Models with Missing Data. 8. Sample Size Planning. 9. Hierarchical Latent Variable Models. Appendix A. Measures of Model Fit. Appendix B. Additional Packages. Appendix C. Exercise Answers. Glossary.
Details
Erscheinungsjahr: 2014
Fachbereich: Kommunikationswissenschaften
Genre: Medienwissenschaften
Rubrik: Wissenschaften
Medium: Taschenbuch
Seiten: 218
Inhalt: Einband - flex.(Paperback)
ISBN-13: 9781848726994
ISBN-10: 1848726996
Sprache: Englisch
Einband: Kartoniert / Broschiert
Autor: Beaujean, A. Alexander
Hersteller: Taylor & Francis Ltd
Maße: 277 x 215 x 15 mm
Von/Mit: A. Alexander Beaujean
Erscheinungsdatum: 06.05.2014
Gewicht: 0,551 kg
preigu-id: 126511531
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