LEADER 04302nam 22007695 450 001 9910136023503321 005 20251116162203.0 010 $a9783319331539 010 $a3319331531 024 7 $a10.1007/978-3-319-33153-9 035 $a(CKB)3710000000909066 035 $a(DE-He213)978-3-319-33153-9 035 $a(MiAaPQ)EBC4718730 035 $a(PPN)196319714 035 $a(EXLCZ)993710000000909066 100 $a20161017d2016 u| 0 101 0 $aeng 135 $aurnn#008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aMultivariate Analysis with LISREL /$fby Karl G. Jöreskog, Ulf H. Olsson, Fan Y. Wallentin 205 $a1st ed. 2016. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2016. 215 $a1 online resource (XV, 557 p. 155 illus., 89 illus. in color.) 225 1 $aSpringer Series in Statistics,$x2197-568X 311 08$a9783319331522 311 08$a3319331523 320 $aIncludes bibliographical references and index. 327 $aPreface -- Getting Started -- Regression Models -- Generalized Linear Models -- Multilevel Analysis -- Principal Components (PCA) -- Exploratory Factor Analysis (EFA) -- Confirmatory Factor Analysis(CFA) -- Structural Equation Models (SEM) with Latent Variables -- Analysis of Longitudinal Data -- Multiple Groups -- Appendix -- Basic Matrix Algebra and Statistics -- Testing Normality -- Computational Notes on Censored Regression -- Normal Scores -- Assessment of Fit -- General Statistical Theory -- Iteration Algorithms -- References. . 330 $aThis book traces the theory and methodology of multivariate statistical analysis and shows how it can be conducted in practice using the LISREL computer program. It presents not only the typical uses of LISREL, such as confirmatory factor analysis and structural equation models, but also several other multivariate analysis topics, including regression (univariate, multivariate, censored, logistic, and probit), generalized linear models, multilevel analysis, and principal component analysis. It provides numerous examples from several disciplines and discusses and interprets the results, illustrated with sections of output from the LISREL program, in the context of the example. The book is intended for masters and PhD students and researchers in the social, behavioral, economic and many other sciences who require a basic understanding of multivariate statistical theory and methods for their analysis of multivariate data. It can also be used as a textbook on various topics of multivariate statistical analysis. 410 0$aSpringer Series in Statistics,$x2197-568X 606 $aStatistics 606 $aMathematical statistics$xData processing 606 $aSocial sciences$xStatistical methods 606 $aStatistics 606 $aPsychometrics 606 $aMarketing 606 $aStatistical Theory and Methods 606 $aStatistics and Computing 606 $aStatistics in Social Sciences, Humanities, Law, Education, Behavorial Sciences, Public Policy 606 $aStatistics in Business, Management, Economics, Finance, Insurance 606 $aPsychometrics 606 $aMarketing 615 0$aStatistics. 615 0$aMathematical statistics$xData processing. 615 0$aSocial sciences$xStatistical methods. 615 0$aStatistics. 615 0$aPsychometrics. 615 0$aMarketing. 615 14$aStatistical Theory and Methods. 615 24$aStatistics and Computing. 615 24$aStatistics in Social Sciences, Humanities, Law, Education, Behavorial Sciences, Public Policy. 615 24$aStatistics in Business, Management, Economics, Finance, Insurance. 615 24$aPsychometrics. 615 24$aMarketing. 676 $a519.5 700 $aJo?reskog$b K. G.$4aut$4http://id.loc.gov/vocabulary/relators/aut$0381979 702 $aOlsson$b Ulf H$4aut$4http://id.loc.gov/vocabulary/relators/aut 702 $aY. Wallentin$b Fan$4aut$4http://id.loc.gov/vocabulary/relators/aut 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910136023503321 996 $aMultivariate Analysis with LISREL$94488698 997 $aUNINA