Author | Mueller, Ralph O. author |
---|---|
Title | Basic Principles of Structural Equation Modeling [electronic resource] : An Introduction to LISREL and EQS / by Ralph O. Mueller |
Imprint | New York, NY : Springer New York, 1996 |
Connect to | http://dx.doi.org/10.1007/978-1-4612-3974-1 |
Descript | XXVIII, 232 p. online resource |
1 Linear Regression and Classical Path Analysis -- Overview and Key Points -- Linear Ordinary Least Squares Regression -- Classical Path Analysis -- Summary -- Exercises -- Recommended Readings -- 2 Confirmatory Factor Analysis -- Overview and Key Points -- Specification and Identification of a CFA Model -- Data-Model Fit -- Model Modification -- Validity and Reliability from a CFA Perspective -- Summary -- Exercises -- Recommended Readings -- 3 General Structural Equation Modeling -- Overview and Key Points -- Specification and Identification of a General Structural Equation Model -- The Direct, Indirect, and Total Structural Effect Components -- Parameter Estimation -- The Structural Equation Modeling Process: An Illustrated Review and Summary -- Conclusion -- Exercises -- Recommended Readings -- Appendix A -- The SIMPLIS Command Language -- Overview and Key Points -- Appendix B -- Location, Dispersion, and Association -- Overview and Key Points -- Statistical Expectation -- A Measure of a Distributionโs Location -- A Measure of a Distributionโs Dispersion -- A Measure of Association Between Two Variables -- Statistical Standardization -- Standardized Variables -- A Standardized Measure of Association Between Two Variables -- Recommended Readings -- Appendix C -- Matrix Algebra -- Overview and Key Points -- Some Basic Definitions -- Algebra with Matrices -- The Variance/Covariance Matrix -- Recommended Readings -- Appendix D -- Descriptive Statistics for the SES Analysis -- Appendix E -- References