03238oam 2200589I 450 991082774450332120230807204248.00-429-16845-41-4665-9295-810.1201/b17872 (CKB)2670000000560374(EBL)1707785(SSID)ssj0001381286(PQKBManifestationID)11786126(PQKBTitleCode)TC0001381286(PQKBWorkID)11392863(PQKB)10837897(MiAaPQ)EBC1707785(OCoLC)901229333(EXLCZ)99267000000056037420180331h20152015 uy 0engur|n|---|||||txtccrGeneralized structured component analysis a component-based approach to structural equation modeling /Heungsun Hwang, McGill University, Montreal, Quebec, Canada; Yoshio Takane, University of Victoria, Victoria, British Columbia, CanadaBoca Raton :CRC Press,[2015]©20151 online resource (338 p.)Chapman & Hall/CRC Statistics in the Social & Behavioral SeriesChapman & Hall BookDescription based upon print version of record.1-322-63825-X 1-4665-9294-X Includes bibliographical references.Front Cover; Contents; Preface; Chapter 1: Introduction; Chapter 2: Generalized Structured Component Analysis; Chapter 3: Basic Extensions of Generalized Structured Component Analysis; Chapter 4: Fuzzy Clusterwise Generalized Structured Component Analysis; Chapter 5: Nonlinear Generalized Structured Component Analysis; Chapter 6: Generalized Structured Component Analysis with Latent Interactions; Chapter 7: Multilevel Generalized Structured Component Analysis; Chapter 8: Regularized Generalized Structured Component Analysis; Chapter 9: Lasso Generalized Structured Component AnalysisChapter 10: Dynamic Generalized Structured Component AnalysisChapter 11: Functional Generalized Structured Component Analysis; References; Back CoverDeveloped by the authors, generalized structured component analysis is an alternative to two longstanding approaches to structural equation modeling: covariance structure analysis and partial least squares path modeling. Generalized structured component analysis allows researchers to evaluate the adequacy of a model as a whole, compare a model to alternative specifications, and conduct complex analyses in a straightforward manner. Generalized Structured Component Analysis: A Component-Based Approach to Structural Equation Modeling provides a detailed account of this novel statistical methodoloStatistics in the social and behavioral sciences series.Structural equation modelingStructural equation modeling.519.5/3519.53Hwang Heungsun1240008Takane YoshioFlBoTFGFlBoTFGBOOK9910827744503321Generalized structured component analysis3950329UNINA