Using R with multivariate statistics. ([2016])

• Record Type: Book
• Further Information: Note: Randall E. Schumacker.
• Authors: Schumacker, Randall E
• Contents: Multivariate Analysis of Variance; MANOVA Assumptions; MANOVA Example: One-Way Design; MANOVA Example: Factorial Design; Effect Size; Reporting and Interpreting; Summary; Exercises; Web Resources; References; 5. Multivariate Analysis of Covariance; Assumptions; Multivariate Analysis of Covariance; Reporting and Interpreting; Propensity Score Matching; Summary; Web Resources; References; 6. Multivariate Repeated Measures; Assumptions; Advantages of Repeated Measure Design; Multivariate Repeated Measure Examples; Reporting and Interpreting Results; Summary; Exercises; Web Resources; References; 7. Discriminant Analysis; Overview; Assumptions; Dichotomous Dependent Variable; Polytomous Dependent Variable; Effect Size; Reporting and Interpreting; Summary; Exercises; Web Resources; References; 8. Canonical Correlation; Overview; Assumptions; R Packages; Canonical Correlation Example; Effect Size; Reporting and Interpreting; Summary; Exercises; Web Resources; References; 9. Exploratory Factor Analysis; Overview; Types of Factor Analysis; Assumptions; Factor Analysis Versus Principal Components Analysis; EFA Example; Reporting and Interpreting; Summary; Exercises; Web Resources; References; Appendix: Attitudes Toward Educational Research Scale; 10. Principal Components Analysis; Overview; Assumptions; Basics of Principal Components Analysis; Principal Component Example; Reporting and Interpreting; Summary; Exercises; Web Resources; References; 11. Multidimensional Scaling; Overview; Assumptions; R Packages; Goodness-of-Fit Index; MDS Metric Example; MDS Nonmetric Example; Reporting and Interpreting Results; Summary; Exercises; Web Resources; References; 12. Structural Equation Modeling; Overview; Assumptions; Equal Variance-Covariance Matrices; Correlation Versus Covariance Matrix; R Packages; CFA Models; Structural Equation Models; Reporting and Interpreting Results; Summary; Exercises; Web Resources; References; Statistical Tables; Table 1: Areas Under the Normal Curve (z Scores); Table 2: Distribution of t for Given Probability Levels; Table 3: Distribution of r for Given Probability Levels; Table 4: Distribution of Chi-Square for Given Probability Levels; Table 5: The F Distribution for Given Probability Levels (.05 Level); Table 6: The Distribution of F for Given Probability Levels (.01 Level); Table 7: Distribution of Hartley F for Given Probability Levels; Chapter Answers; R Installation and Usage; R Packages, Functions, Data Sets, and Script Files; Index.
• Publisher Details: Los Angeles : SAGE
• Publication Date: 2016
• Extent: 1 online resource
• Subjects: 519.53502855133; Multivariate analysis -- Data processing; R (Computer program language); Statistics -- Data processing; Analyse multivariée -- Informatique; R (Langage de programmation); Statistique -- Informatique; Multivariate analysis -- Data processing; R (Computer program language); Statistics -- Data processing
• Languages: English
• ISBNs: 9781483377988; 1483377989
• Related ISBNs: 9781483377964
• Notes: Note: Includes bibliographical references and index.
• 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.