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El. knyga: Interactive LISREL in Practice: Getting Started with a SIMPLIS Approach

  • Formatas: PDF+DRM
  • Serija: SpringerBriefs in Statistics
  • Išleidimo metai: 28-Mar-2011
  • Leidėjas: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
  • Kalba: eng
  • ISBN-13: 9783642180446
  • Formatas: PDF+DRM
  • Serija: SpringerBriefs in Statistics
  • Išleidimo metai: 28-Mar-2011
  • Leidėjas: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
  • Kalba: eng
  • ISBN-13: 9783642180446

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Getting Started with a SIMPLIS Approach is particularly appropriate for those users who are not experts in statistics, but have a basic understanding of multivariate analysis that would allow them to use this handbook as a good first foray into LISREL. Part I introduces the topic, presents the study that serves as the background for the explanation of matters, and provides the basis for Parts II and III, which, in turn, explain the process of estimation of the measurement model and the structural model, respectively. In each section, we also suggest essential literature to support the utilization of the handbook. After having read the book, readers will have acquired a basic knowledge of structural equation modeling, namely using the LISREL program, and will be  prepared to continue with the learning process.
Part I Introduction and Preparation of the Analysis
1 Introduction
3(6)
References
7(2)
2 Preparation of the Analysis
9(20)
2.1 Type of Input Matrix
10(1)
2.2 Estimation Technique
10(1)
2.3 Two-Step Approach
11(1)
2.4 Level of Abstraction
11(1)
2.5 Summated Scales
12(1)
2.6 Goodness of Fit Indices
13(1)
2.7 Data Screening Prior to Model Estimation and Testing
13(11)
References
24(5)
Part II Assessment of Measurement Model
3 Assessment of Measurement Model
29(44)
3.1 Customer Orientation
29(40)
3.1.1 Dimensionality Tests for COR
30(35)
3.1.2 Convergent Validity Tests for COR
65(2)
3.1.3 Reliability Tests for COR
67(1)
3.1.4 Discriminant Validity Tests for COR
68(1)
References
69(4)
Part III Assessment of Structural Model
4 Assessment of Structural Model
73(14)
4.1 Assessment of Structural Model Based on the Calibration Sample
73(4)
4.2 Assessment of Structural Model Based on the Validation Sample
77(9)
4.2.1 Comparison of the Final Model Versus a Rival Model
80(6)
References
86(1)
Appendix 87
Armando Luķs Vieira is an assistant professor at the University of Aveiro. He received his PhD in business and management from the Nottingham University Business School, UK, and his masters degree in business studies from the Faculty of Economics of the University of Porto, Portugal. His research interests include relationship marketing, services management, tourism management, and structural equations modeling.