大葉大學圖書館 |

Multivariate analysis with LISREL[electronic resource] /

紀錄類型:	書目-電子資源 : Monograph/item
杜威分類號:	519.535
書名/作者:	Multivariate analysis with LISREL/ by Karl G. Joreskog, Ulf H. Olsson, Fan Y. Wallentin.
作者:	Joreskog, Karl G.
其他作者:	Olsson, Ulf H.
出版者:	Cham : : Springer International Publishing :, 2016.
面頁冊數:	xv, 557 p. : : ill., digital ;; 24 cm.
Contained By:	Springer eBooks
標題:	Multivariate analysis - Computer programs.
標題:	Statistics.
標題:	Statistical Theory and Methods.
標題:	Statistics and Computing/Statistics Programs.
標題:	Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law.
標題:	Statistics for Business/Economics/Mathematical Finance/Insurance.
標題:	Psychometrics.
標題:	Marketing.
ISBN:	9783319331539
ISBN:	9783319331522
內容註:	Preface -- 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.
摘要、提要註:	This 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.
電子資源:	http://dx.doi.org/10.1007/978-3-319-33153-9

Multivariate analysis with LISREL[electronic resource] /
Joreskog, Karl G.

Multivariate analysis with LISREL[electronic resource] /by Karl G. Joreskog, Ulf H. Olsson, Fan Y. Wallentin. - Cham :Springer International Publishing :2016. - xv, 557 p. :ill., digital ;24 cm. - Springer series in statistics,0172-7397. - Springer series in statistics..

Preface -- 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.

This 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.

ISBN: 9783319331539

Standard No.: 10.1007/978-3-319-33153-9doiSubjects--Uniform Titles:

LISREL (Computer file)
Subjects--Topical Terms:

673058
Multivariate analysis
--Computer programs.

LC Class. No.: QA278

Dewey Class. No.: 519.535

Multivariate analysis with LISREL[electronic resource] /
LDR:02562nmm a2200325 a 4500 001 467647
003 DE-He213
005 20161017065155.0
006 m d
007 cr nn 008maaau
008 170511s2016 gw s 0 eng d
020 $a 9783319331539 $q (electronic bk.)
020 $a 9783319331522 $q (paper)
024 7 $a 10.1007/978-3-319-33153-9 $2 doi
035 $a 978-3-319-33153-9
040 $a GP $c GP
041 0 $a eng
050 4 $a QA278
072 7 $a PBT $2 bicssc
072 7 $a MAT029000 $2 bisacsh
082 0 4 $a 519.535 $2 23
090 $a QA278 $b .J82 2016
100 1 $a Joreskog, Karl G. $3 673055
245 1 0 $a Multivariate analysis with LISREL $h [electronic resource] / $c by Karl G. Joreskog, Ulf H. Olsson, Fan Y. Wallentin.
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2016.
300 $a xv, 557 p. : $b ill., digital ; $c 24 cm.
490 1 $a Springer series in statistics, $x 0172-7397
505 0 $a Preface -- 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.
520 $a This 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.
630 0 0 $a LISREL (Computer file) $3 673059
650 0 $a Multivariate analysis $x Computer programs. $3 673058
650 1 4 $a Statistics. $3 145349
650 2 4 $a Statistical Theory and Methods. $3 464135
650 2 4 $a Statistics and Computing/Statistics Programs. $3 463725
650 2 4 $a Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law. $3 464573
650 2 4 $a Statistics for Business/Economics/Mathematical Finance/Insurance. $3 464928
650 2 4 $a Psychometrics. $3 173714
650 2 4 $a Marketing. $3 173043
700 1 $a Olsson, Ulf H. $3 673056
700 1 $a Wallentin, Fan Y. $3 673057
710 2 $a SpringerLink (Online service) $3 463450
773 0 $t Springer eBooks
830 0 $a Springer series in statistics. $3 511017
856 4 0 $u http://dx.doi.org/10.1007/978-3-319-33153-9
950 $a Mathematics and Statistics (Springer-11649)