TY - GEN AU - Kline, Rex B. TI - Principles and practice of structural equation modeling SN - 9781462523344 U1 - 519.535 KLI PY - 2015///] ©2016 CY - New York PB - Guilford Press, KW - Structural equation modeling KW - Multivariate analysis KW - Social sciences KW - Statistical methods KW - Data processing N1 - Part I. Concepts and tools -- Coming of age -- Regression fundamentals -- Significance testing and bootstrapping -- Data preparation and psychometrics review -- Computer tools -- Part II. Specification and identification -- Specification of observed variable (path) models -- Identification of observed-variable (path) models -- Graph theory and the structural causal model -- Specification and identification of confirmatory factor analysis models -- Specification and identification of structural regression models -- Part III. Analysis -- Estimation and local fit testing -- Global fit testing -- Analysis of confirmatory factor analysis models -- Analysis of structural regression models -- Part IV. Advanced techniques and best practices -- Mean structures and latent growth models -- Multiple-samples analysis and measurement invariance -- Interaction effects and multilevel structural equation modeling -- Best practices in structural equation modeling ER -