2018新书：Essentials of Structural Equation Modeling

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贡献一本结构方程建模的书，此书内容全面，结构精炼，从理论概念到AMOS操作，都有讲解。

结构方程的四类主要模型：路径分析、验证性因子分析、结构回归模型、潜增长模型，
信度与效度，
模型修正，
中介变量分析，
AMOS的使用，
多质多法模型，
Bootstrap方法

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目录：
CONTENT
PREFACE .......................................................................................................................... 1
CONTENT ........................................................................................................................ 2
1. INTRODUCTION ....................................................................................................... 4
I. CHAPTER...................................................................................................... 6
CONCEPTS AND METHODOLOGY ...................................................... 6
2. BASIC CONCEPTS OF STRUCTURAL EQUATION
MODELING ..................................................................................................................... 6
2.1. Definitions and Features .................................................................. 6
2.2. Latent and Observed Variables ..................................................... 10
2.3. Endogeneous and Exogeneous Variables ................................... 13
2.4. Parameters ........................................................................................ 16
2.5. Fit Indices ......................................................................................... 17
2.6. Assumptions of Structural Equation Modeling .......................... 22
2.7. Types of Structural Equation Models .......................................... 26
2.7.1. Path Analysis Models .............................................................. 26
2.7.2. Confirmatory Factor Analysis Models ................................. 27
2.7.3. Structural Regression Models ................................................ 28
2.7.4. Latent Change Models ............................................................ 28
3. VALIDITY AND RELIABILITY ANALYSIS ..................................................... 31
3.1. Determination of Convergent Validity ........................................ 32
3.2. Determination of Discriminant Validity ...................................... 41
3.3. Determination of Reliability .......................................................... 42
4. STRUCTURAL REGRESSION MODEL ............................................................. 44
5. PATH ANALYSIS ...................................................................................................... 48
6. MODEL MODIFICATION .................................................................................... 50
7. MEDIATOR VARIABLE ANALYSIS METHODOLOGY ............................. 52
II. CHAPTER .................................................................................................. 61
APPLICATIONS ............................................................................................ 61
8. USE OF AMOS Program .......................................................................................... 61
9. SAMPLE OF MEDIATOR VARIABLE ANALYSIS ......................................... 73
9.1. Title of the Research ....................................................................... 73
9.2. Purpose ............................................................................................. 74
9.3. Conceptual Model and Scales ........................................................ 74
9.4. Determination of Validity and Reliability .................................... 75
9.5. Analysis Results ............................................................................... 77
9.6. Conclusion ....................................................................................... 79
10. MULTITRAIT-MULTIMETHOD MODEL ...................................................... 80
11. METHODS TO BE APPLIED IN CASE OF DATA
INADEQUACY ............................................................................................................ 100
11.1. Bootstrap Method ...................................................................... 100
11.2. Partial Least Square Structural Equation Modeling ( PLSSEM) ..................................................................................................... 102
Bibliography .................................................................................................................... 111
Essentials of Structural Equation Modeling-Mustafa Emre Civelek.pdf (4.91 MB, 需要: 10 个论坛币)

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关键词：验证性因子分析 结构方程模型 结构方程建模 信度与效度 验证性因子

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