LEADER 04604nam 22007815 450 001 9910484141903321 005 20200701153156.0 010 $a3-030-12508-4 024 7 $a10.1007/978-3-030-12508-0 035 $a(CKB)4100000007881294 035 $a(MiAaPQ)EBC5746933 035 $a(DE-He213)978-3-030-12508-0 035 $a(PPN)243770960 035 $a(EXLCZ)994100000007881294 100 $a20190405d2019 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aStructural Equation Models $eFrom Paths to Networks /$fby J. Christopher Westland 205 $a2nd ed. 2019. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2019. 215 $a1 online resource (155 pages) 225 1 $aStudies in Systems, Decision and Control,$x2198-4182 ;$v22 311 $a3-030-12507-6 327 $aChapter1. An Introduction to Structural Equation Models -- Chapter2. Partial Least Squares Path Analysis -- Chapter3. Full-information Covariance SEM -- Chapter4. Systems of Regression Equations -- Chapter5. Data Collection, Control and Sample Size -- Chapter6. Survey and Questionnaire Data -- Chapter7. Research Structure and Paradigms -- Chapter8. Frontiers in Latent Variable Analysis. 330 $aThis new edition surveys the full range of available structural equation modeling (SEM) methodologies. The book has been updated throughout to reflect the arrival of new software packages, which have made analysis much easier than in the past. Applications in a broad range of disciplines are discussed, particularly in the social sciences where many key concepts are not directly observable. This book presents SEM?s development in its proper historical context?essential to understanding the application, strengths and weaknesses of each particular method. This book also surveys the emerging path and network approaches that complement and enhance SEM, and that are growing in importance. SEM?s ability to accommodate unobservable theory constructs through latent variables is of significant importance to social scientists. Latent variable theory and application are comprehensively explained and methods are presented for extending their power, including guidelines for data preparation, sample size calculation and the special treatment of Likert scale data. Tables of software, methodologies and fit statistics provide a concise reference for any research program, helping assure that its conclusions are defensible and publishable. 410 0$aStudies in Systems, Decision and Control,$x2198-4182 ;$v22 606 $aComputational intelligence 606 $aStatistics 606 $aManagement 606 $aIndustrial management 606 $aPsychometrics 606 $aEngineering geology 606 $aEngineering?Geology 606 $aFoundations 606 $aHydraulics 606 $aMedical informatics 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 $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 606 $aHealth Informatics$3https://scigraph.springernature.com/ontologies/product-market-codes/H28009 615 0$aComputational intelligence. 615 0$aStatistics. 615 0$aManagement. 615 0$aIndustrial management. 615 0$aPsychometrics. 615 0$aEngineering geology. 615 0$aEngineering?Geology. 615 0$aFoundations. 615 0$aHydraulics. 615 0$aMedical informatics. 615 14$aComputational Intelligence. 615 24$aStatistics for Social Sciences, Humanities, Law. 615 24$aInnovation/Technology Management. 615 24$aPsychometrics. 615 24$aGeoengineering, Foundations, Hydraulics. 615 24$aHealth Informatics. 676 $a519.535 676 $a519.53 700 $aWestland$b J. Christopher$4aut$4http://id.loc.gov/vocabulary/relators/aut$0721022 906 $aBOOK 912 $a9910484141903321 996 $aStructural Equation Models$91413136 997 $aUNINA