LEADER 04956nam 22009375 450 001 9910299838503321 005 20200705164905.0 010 $a3-319-16507-0 024 7 $a10.1007/978-3-319-16507-3 035 $a(CKB)3710000000402888 035 $a(EBL)2096077 035 $a(SSID)ssj0001501284 035 $a(PQKBManifestationID)11848378 035 $a(PQKBTitleCode)TC0001501284 035 $a(PQKBWorkID)11524129 035 $a(PQKB)11293389 035 $a(DE-He213)978-3-319-16507-3 035 $a(MiAaPQ)EBC2096077 035 $a(PPN)185488536 035 $a(EXLCZ)993710000000402888 100 $a20150425d2015 u| 0 101 0 $aeng 135 $aur|n|---||||| 181 $ctxt 182 $cc 183 $acr 200 10$aStructural Equation Models $eFrom Paths to Networks /$fby J. Christopher Westland 205 $a1st ed. 2015. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2015. 215 $a1 online resource (184 p.) 225 1 $aStudies in Systems, Decision and Control,$x2198-4182 ;$v22 300 $aDescription based upon print version of record. 311 $a3-319-16506-2 320 $aIncludes bibliographical references and index. 327 $aAn Introduction to Structural Equation Models -- A Brief History of Structural Equation Models -- Partial Least Squares Path Analysis -- LISREL and its Progeny -- Systems of Regression Equations -- Data Collection, Control and Sample Size -- Survey and Questionnaire Data -- Research Structure and Paradigms -- From Paths to Networks: The Evolving Science of Networks. 330 $aThis compact reference surveys the full range of available structural equation modeling (SEM) methodologies.  It reviews applications in a broad range of disciplines, particularly in the social sciences where many key concepts are not directly observable.  This is the first book to present SEM?s development in its proper historical context?essential to understanding the application, strengths and weaknesses of each particular method.  This book also surveys the emerging path and network approaches that complement and enhance SEM, and that will grow in importance in the near future.  SEM?s ability to accommodate unobservable theory constructs through latent variables is of significant importance to social scientists.  Latent variable theory and application are comprehensively explained, and methods are presented for extending their power, including guidelines for data preparation, sample size calculation, and the special treatment of Likert scale data.  Tables of software, methodologies and fit statistics provide a concise reference for any research program, helping assure that its conclusions are defensible and publishable. 410 0$aStudies in Systems, Decision and Control,$x2198-4182 ;$v22 606 $aComputational intelligence 606 $aStatistics  606 $aPhysics 606 $aManagement 606 $aIndustrial management 606 $aPsychometrics 606 $aEngineering geology 606 $aEngineering?Geology 606 $aFoundations 606 $aHydraulics 606 $aComputational Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/T11014 606 $aStatistics for Social Sciences, Humanities, Law$3https://scigraph.springernature.com/ontologies/product-market-codes/S17040 606 $aApplications of Graph Theory and Complex Networks$3https://scigraph.springernature.com/ontologies/product-market-codes/P33010 606 $aInnovation/Technology Management$3https://scigraph.springernature.com/ontologies/product-market-codes/518000 606 $aPsychometrics$3https://scigraph.springernature.com/ontologies/product-market-codes/Y43000 606 $aGeoengineering, Foundations, Hydraulics$3https://scigraph.springernature.com/ontologies/product-market-codes/T23020 615 0$aComputational intelligence. 615 0$aStatistics . 615 0$aPhysics. 615 0$aManagement. 615 0$aIndustrial management. 615 0$aPsychometrics. 615 0$aEngineering geology. 615 0$aEngineering?Geology. 615 0$aFoundations. 615 0$aHydraulics. 615 14$aComputational Intelligence. 615 24$aStatistics for Social Sciences, Humanities, Law. 615 24$aApplications of Graph Theory and Complex Networks. 615 24$aInnovation/Technology Management. 615 24$aPsychometrics. 615 24$aGeoengineering, Foundations, Hydraulics. 676 $a006.3 676 $a150.15195 676 $a519.5 676 $a620 676 $a621 676 $a624.15 676 $a658514 700 $aWestland$b J. Christopher$4aut$4http://id.loc.gov/vocabulary/relators/aut$0721022 906 $aBOOK 912 $a9910299838503321 996 $aStructural Equation Models$91413136 997 $aUNINA