Understanding correlation matrices. (2020)

• Record Type: Book
• Further Information: Note: Alexandria R. Hadd, Joseph Lee Rodgers.
• Authors: Hadd, Alexandria Ree; Rodgers, Joseph Lee, 1953-
• Contents: Series Editors Introduction; Preface; Acknowledgments; About the Authors; Chapter 1: Introduction; The Correlation Coefficient: A Conceptual Introduction; The Covariance; The Correlation Coefficient and Linear Algebra: Brief Histories; Examples of Correlation Matrices; Summary; Chapter 2: The Mathematics of Correlation Matrices; Requirements of Correlation Matrices; Eigenvalues of a Correlation Matrix; Pseudo-Correlation Matrices and Positive Definite Matrices; Smoothing Techniques; Restriction of Correlation Ranges in the Matrix; The Inverse of a Correlation Matrix; The Determinant of a Correlation Matrix; Examples; Summary; Chapter 3: Statistical Hypothesis Testing on Correlation Matrices; Hypotheses About Correlations in a Single Correlation Matrix; Hypotheses About Two or More Correlation Matrices; Testing for Linear Trend of Eigenvalues; Summary; Chapter 4: Methods for Correlation/Covariance Matrices as the Input Data; Factor Analysis; Structural Equation Modeling; Meta-Analysis of Correlation Matrices; Summary; Chapter 5: Graphing Correlation Matrices; Graphing Correlations; Graphing Correlation Matrices; Summary; Chapter 6: The Geometry of Correlation Matrices; What Is Correlation Space?; The 3 × 3 Correlation Space; Properties of Correlation Space: The Shape and Size; Uses of Correlation Space; Example Using 3 × 3 and 4 × 4 Correlation Space; Summary; Chapter 7: Conclusion; References; Index
• Edition: 1st
• Publisher Details: Los Angeles : SAGE
• Publication Date: 2020
• Extent: 1 online resource
• Subjects: 300.1519537; Social sciences -- Statistical methods; Correlation (Statistics); Matrices
• Languages: English
• ISBNs: 9781544341071
• 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.