A step-by-step guide to exploratory factor analysis with R and RStudio. (2020)

• Record Type: Book
• Further Information: Note: Marley W. Watkins.
• Authors: Watkins, Marley W, 1949-
• Contents: 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
• Edition: 1st
• Publisher Details: London : Routledge
• Publication Date: 2020
• Extent: 1 online resource, illustrations (colour)
• Subjects: 519.5354; Factor analysis -- Computer programs; R (Computer program language)
• Languages: English
• ISBNs: 9781000336825; 9781000336566; 9781000336665; 9781003120001
• Related ISBNs: 9780367636258; 9780367634681
• Notes: Note: Description based on CIP data; resource not viewed.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.