國立高雄大學圖資館 |

Language: English

Back

Multivariate analysis with LISREL

Joreskog, Karl G.

Multivariate analysis with LISREL

Record Type:	Electronic resources : Monograph/item
Title/Author:	Multivariate analysis with LISRELby Karl G. Joreskog, Ulf H. Olsson, Fan Y. Wallentin.
Author:	Joreskog, Karl G.
other author:	Olsson, Ulf H.
Published:	Cham :Springer International Publishing :2016.
Description:	xv, 557 p. :ill., digital ;24 cm.
Contained By:	Springer eBooks
Subject:	Multivariate analysisComputer programs.
Online resource:	http://dx.doi.org/10.1007/978-3-319-33153-9
ISBN:	9783319331539$q(electronic bk.)

Multivariate analysis with LISREL
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$q(electronic bk.)

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

LISREL (Computer file)
Subjects--Topical Terms:

456771
Multivariate analysis
--Computer programs.

LC Class. No.: QA278

Dewey Class. No.: 519.535

Multivariate analysis with LISREL
LDR:02562nmm a2200325 a 4500 001 498435
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 761580
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 511782
650 0 $a Multivariate analysis $x Computer programs. $3 456771
650 1 4 $a Statistics. $3 182057
650 2 4 $a Statistical Theory and Methods. $3 274054
650 2 4 $a Statistics and Computing/Statistics Programs. $3 275710
650 2 4 $a Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law. $3 274394
650 2 4 $a Statistics for Business/Economics/Mathematical Finance/Insurance. $3 274062
650 2 4 $a Psychometrics. $3 182715
650 2 4 $a Marketing. $3 182957
700 1 $a Olsson, Ulf H. $3 761581
700 1 $a Wallentin, Fan Y. $3 761582
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer eBooks
830 0 $a Springer series in statistics. $3 280826
856 4 0 $u http://dx.doi.org/10.1007/978-3-319-33153-9
950 $a Mathematics and Statistics (Springer-11649)