國立虎尾科技大學 |

Multivariate Analysis with LISREL

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Multivariate Analysis with LISREL/ by Karl G. Jöreskog, Ulf H. Olsson, Fan Y. Wallentin.
作者:	Jöreskog, Karl G.
其他作者:	Olsson, Ulf H.
面頁冊數:	XV, 557 p. 155 illus., 89 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Statistics . -
電子資源:	https://doi.org/10.1007/978-3-319-33153-9
ISBN:	9783319331539

Multivariate Analysis with LISREL
Jöreskog, Karl G.

Multivariate Analysis with LISREL[electronic resource] /by Karl G. Jöreskog, Ulf H. Olsson, Fan Y. Wallentin. - 1st ed. 2016. - XV, 557 p. 155 illus., 89 illus. in color.online resource. - 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--Topical Terms:

1253516
Statistics .

LC Class. No.: QA276-280

Dewey Class. No.: 519.5

Multivariate Analysis with LISREL
LDR:02997nam a22004095i 4500 001 980382
003 DE-He213
005 20200630212621.0
007 cr nn 008mamaa
008 201211s2016 gw | s |||| 0|eng d
020 $a 9783319331539 $9 978-3-319-33153-9
024 7 $a 10.1007/978-3-319-33153-9 $2 doi
035 $a 978-3-319-33153-9
050 4 $a QA276-280
072 7 $a PBT $2 bicssc
072 7 $a MAT029000 $2 bisacsh
072 7 $a PBT $2 thema
082 0 4 $a 519.5 $2 23
100 1 $a Jöreskog, Karl G. $e author. $4 aut $4 http://id.loc.gov/vocabulary/relators/aut $3 1273194
245 1 0 $a Multivariate Analysis with LISREL $h [electronic resource] / $c by Karl G. Jöreskog, Ulf H. Olsson, Fan Y. Wallentin.
250 $a 1st ed. 2016.
264 1 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2016.
300 $a XV, 557 p. 155 illus., 89 illus. in color. $b online resource.
336 $a text $b txt $2 rdacontent
337 $a computer $b c $2 rdamedia
338 $a online resource $b cr $2 rdacarrier
347 $a text file $b PDF $2 rda
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.
650 0 $a Statistics . $3 1253516
650 0 $a Psychometrics. $3 558112
650 0 $a Marketing. $3 557931
650 1 4 $a Statistical Theory and Methods. $3 671396
650 2 4 $a Statistics and Computing/Statistics Programs. $3 669775
650 2 4 $a Statistics for Social Sciences, Humanities, Law. $3 1211304
650 2 4 $a Statistics for Business, Management, Economics, Finance, Insurance. $3 1211158
700 1 $a Olsson, Ulf H. $4 aut $4 http://id.loc.gov/vocabulary/relators/aut $3 1114870
700 1 $a Y. Wallentin, Fan. $e author. $4 aut $4 http://id.loc.gov/vocabulary/relators/aut $3 1273195
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9783319331522
776 0 8 $i Printed edition: $z 9783319331546
776 0 8 $i Printed edition: $z 9783319814407
830 0 $a Springer Series in Statistics, $x 0172-7397 $3 1257229
856 4 0 $u https://doi.org/10.1007/978-3-319-33153-9
912 $a ZDB-2-SMA
912 $a ZDB-2-SXMS
950 $a Mathematics and Statistics (SpringerNature-11649)
950 $a Mathematics and Statistics (R0) (SpringerNature-43713)