Zum Hauptinhalt springen Zur Suche springen Zur Hauptnavigation springen
Beschreibung
This is a concise, easy to use, step-by-step guide for applied researchers conducting exploratory factor analysis (EFA) using the open source software R.
This is a concise, easy to use, step-by-step guide for applied researchers conducting exploratory factor analysis (EFA) using the open source software R.
Über den Autor

Marley W. Watkins earned a Ph.D. in Educational Psychology and Measurements with a specialty in School Psychology from the University of Nebraska-Lincoln, USA. He is currently Research Professor in the Department of Educational Psychology at Baylor University, USA, and has authored more than 200 articles, books, and chapters and presented more than 150 papers at professional conferences.

Inhaltsverzeichnis

Preface

1. Introduction

2. Data

3. R and RStudio Software

4. Importing and Saving Data and Results

5. Decision Steps in Exploratory Factor Analysis

6. Step 1: Variables to Include

7. Step 2: Participants

8. Step 3: Data Screening

9. Step 4: Is Exploratory Factor Analysis Appropriate

10. Step 5: Factor Analysis Model

11. Step 6: Factor Extraction Method

12. Step 7: How Many Factors to Retain

13. Step 8: Rotate Factors

14. Step 9: Interpret Exploratory Factor Analysis Results

15. Step 10: Report Exploratory Factor Analysis Results

16. Exploratory Factor Analysis with Categorical Variables

17. Higher-order and Bifactor Models

18. Exploratory Versus Confirmatory Factor Analysis

Practice Exercises

References and resources

Details
Erscheinungsjahr: 2020
Fachbereich: Allgemeines
Genre: Importe, Psychologie
Rubrik: Geisteswissenschaften
Thema: Lexika
Medium: Taschenbuch
Inhalt: Einband - flex.(Paperback)
ISBN-13: 9780367634681
ISBN-10: 0367634686
Sprache: Englisch
Einband: Kartoniert / Broschiert
Autor: Watkins, Marley
Hersteller: Routledge
Verantwortliche Person für die EU: Libri GmbH, Europaallee 1, D-36244 Bad Hersfeld, gpsr@libri.de
Maße: 229 x 152 x 11 mm
Von/Mit: Marley Watkins
Erscheinungsdatum: 30.12.2020
Gewicht: 0,295 kg
Artikel-ID: 121356564

Ähnliche Produkte