LEADER 03238oam 2200589I 450 001 9910787843003321 005 20230807204248.0 010 $a0-429-16845-4 010 $a1-4665-9295-8 024 7 $a10.1201/b17872 035 $a(CKB)2670000000560374 035 $a(EBL)1707785 035 $a(SSID)ssj0001381286 035 $a(PQKBManifestationID)11786126 035 $a(PQKBTitleCode)TC0001381286 035 $a(PQKBWorkID)11392863 035 $a(PQKB)10837897 035 $a(MiAaPQ)EBC1707785 035 $a(OCoLC)901229333 035 $a(EXLCZ)992670000000560374 100 $a20180331h20152015 uy 0 101 0 $aeng 135 $aur|n|---||||| 181 $ctxt 182 $cc 183 $acr 200 10$aGeneralized structured component analysis $ea component-based approach to structural equation modeling /$fHeungsun Hwang, McGill University, Montreal, Quebec, Canada; Yoshio Takane, University of Victoria, Victoria, British Columbia, Canada 210 1$aBoca Raton :$cCRC Press,$d[2015] 210 4$dİ2015 215 $a1 online resource (338 p.) 225 1 $aChapman & Hall/CRC Statistics in the Social & Behavioral Series 225 0 $aChapman & Hall Book 300 $aDescription based upon print version of record. 311 $a1-322-63825-X 311 $a1-4665-9294-X 320 $aIncludes bibliographical references. 327 $aFront 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 Analysis 327 $aChapter 10: Dynamic Generalized Structured Component AnalysisChapter 11: Functional Generalized Structured Component Analysis; References; Back Cover 330 $aDeveloped by the authors, generalized structured component analysis is an alternative to two longstanding approaches to structural equation modeling: covariance structure analysis and partial least squares path modeling. Generalized structured component analysis allows researchers to evaluate the adequacy of a model as a whole, compare a model to alternative specifications, and conduct complex analyses in a straightforward manner. Generalized Structured Component Analysis: A Component-Based Approach to Structural Equation Modeling provides a detailed account of this novel statistical methodolo 410 0$aStatistics in the social and behavioral sciences series. 606 $aStructural equation modeling 615 0$aStructural equation modeling. 676 $a519.5/3 676 $a519.53 700 $aHwang$b Heungsun$01240008 702 $aTakane$b Yoshio 801 0$bFlBoTFG 801 1$bFlBoTFG 906 $aBOOK 912 $a9910787843003321 996 $aGeneralized structured component analysis$93806825 997 $aUNINA