國立虎尾科技大學 |

Structural Equation Models = From Paths to Networks /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Structural Equation Models/ by J. Christopher Westland.
Reminder of title:	From Paths to Networks /
Author:	Westland, J. Christopher.
Description:	IX, 149 p. 36 illus., 18 illus. in color.online resource. :
Contained By:	Springer Nature eBook
Subject:	Computational intelligence. -
Online resource:	https://doi.org/10.1007/978-3-030-12508-0
ISBN:	9783030125080

Structural Equation Models = From Paths to Networks /
Westland, J. Christopher.

Structural Equation ModelsFrom Paths to Networks /[electronic resource] :by J. Christopher Westland. - 2nd ed. 2019. - IX, 149 p. 36 illus., 18 illus. in color.online resource. - Studies in Systems, Decision and Control,222198-4182 ;. - Studies in Systems, Decision and Control,27.

Chapter1. 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.

This 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.

ISBN: 9783030125080

Standard No.: 10.1007/978-3-030-12508-0doiSubjects--Topical Terms:

568984
Computational intelligence.

LC Class. No.: Q342

Dewey Class. No.: 006.3

Structural Equation Models = From Paths to Networks /
LDR:03094nam a22004095i 4500 001 1013858
003 DE-He213
005 20200701153156.0
007 cr nn 008mamaa
008 210106s2019 gw | s |||| 0|eng d
020 $a 9783030125080 $9 978-3-030-12508-0
024 7 $a 10.1007/978-3-030-12508-0 $2 doi
035 $a 978-3-030-12508-0
050 4 $a Q342
072 7 $a UYQ $2 bicssc
072 7 $a TEC009000 $2 bisacsh
072 7 $a UYQ $2 thema
082 0 4 $a 006.3 $2 23
100 1 $a Westland, J. Christopher. $4 aut $4 http://id.loc.gov/vocabulary/relators/aut $3 814957
245 1 0 $a Structural Equation Models $h [electronic resource] : $b From Paths to Networks / $c by J. Christopher Westland.
250 $a 2nd ed. 2019.
264 1 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2019.
300 $a IX, 149 p. 36 illus., 18 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 Studies in Systems, Decision and Control, $x 2198-4182 ; $v 22
505 0 $a Chapter1. 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.
520 $a This 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.
650 0 $a Computational intelligence. $3 568984
650 0 $a Statistics . $3 1253516
650 0 $a Management. $3 558618
650 0 $a Industrial management. $3 556510
650 0 $a Psychometrics. $3 558112
650 0 $a Engineering geology. $3 558458
650 0 $a Engineering—Geology. $3 1253941
650 0 $a Foundations. $3 565339
650 0 $a Hydraulics. $3 636781
650 0 $a Health informatics. $3 1064466
650 1 4 $a Computational Intelligence. $3 768837
650 2 4 $a Statistics for Social Sciences, Humanities, Law. $3 1211304
650 2 4 $a Innovation/Technology Management. $3 786196
650 2 4 $a Geoengineering, Foundations, Hydraulics. $3 768429
650 2 4 $a Health Informatics. $3 593963
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9783030125073
776 0 8 $i Printed edition: $z 9783030125097
776 0 8 $i Printed edition: $z 9783030125103
830 0 $a Studies in Systems, Decision and Control, $x 2198-4182 ; $v 27 $3 1254124
856 4 0 $u https://doi.org/10.1007/978-3-030-12508-0
912 $a ZDB-2-INR
912 $a ZDB-2-SXIT
950 $a Intelligent Technologies and Robotics (SpringerNature-42732)
950 $a Intelligent Technologies and Robotics (R0) (SpringerNature-43728)