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Confirmatory Factor Analysis: A Preface to LISREL Book

Confirmatory Factor Analysis: A Preface to LISREL
Confirmatory Factor Analysis: A Preface to LISREL, A statistical method that will appeal to two groups in particular - those who are currently using the more traditional technique of exploratory factor analysis and those who are interested in the analysis of covariance structures, commonly known as the LI, Confirmatory Factor Analysis: A Preface to LISREL has a rating of 3.5 stars
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Confirmatory Factor Analysis: A Preface to LISREL, A statistical method that will appeal to two groups in particular - those who are currently using the more traditional technique of exploratory factor analysis and those who are interested in the analysis of covariance structures, commonly known as the LI, Confirmatory Factor Analysis: A Preface to LISREL
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  • Confirmatory Factor Analysis: A Preface to LISREL
  • Written by author J. Scott Long
  • Published by SAGE Publications, September 1983
  • A statistical method that will appeal to two groups in particular - those who are currently using the more traditional technique of exploratory factor analysis and those who are interested in the analysis of covariance structures, commonly known as the LI
  • Demonstrates how to use confirmatory factor analysis--a model that allows researchers to specify the relationships among observed and latent variables on the basis of substantive considerations rather than mathematical convenience.
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Authors

Notation5
Preface7
Series Editor's Introduction9
1.Introduction11
Exploratory Versus Confirmatory Factor Analysis11
Structural Relations Among Common Factors15
Organization of the Monograph17
2.Specification of the Confirmatory Factor Model18
An Informal Introduction18
A Formal Specification22
The Covariance Structure33
3.Identification of the Confirmatory Factor Model34
Estimation and Identification34
Identification36
Conditions for Identification42
Scale Indeterminacy and Setting a Metric49
4.Estimation of the Confirmatory Factor Model55
Unweighted Least Squares57
Scale Dependency57
Generalized Least-Squares and Maximum Likelihood58
Practical Considerations60
5.Assessment of Fit in the Confirmatory Factor Model61
Examining Values of the Parameters62
Variances and Covariances of the Estimates63
Chi-Square Goodness-of-Fit Tests63
Nested Models and Difference of Chi-Square Tests65
Specification Searches68
Standardization77
6.Conclusions79
Appendix ICorrelations and Standard Deviations from Wheaton/Hennepin Sample82
Appendix IISoftware to Estimate the Confirmatory Factor Model (CFM)82
Notes83
References86
About the Author88


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