点击选择搜索分类
首页 - 德语词典- 正文
☆☆☆☆☆
||
王济川,王小倩 著
出版社: 高等教育出版社 ISBN:9787040348286 版次:1 商品编码:11080754 包装:平装 外文名称:Structural Equation Modeling:Applications Using Mplus 开本:16开 出版时间:2012-08-01 用纸:胶版纸 页数:453 字数:750000 正文语种
1.1 Modelformulation
1.1.1 Measurement model
1.1.2 Structuralmodel
1.1.3 Model formulation in equations
1.2 Modelidentification
1.3 Modelestimation
1.4 Modelevaluation
1.5 Modelmodification
1.6 Computer programs for SEM
Appendix 1.A Expressing variances and covariances among observed variables as functions of model parameters
Appendix 1.B Maximum likelihood function for SEM
2 Confirmatory factor analysis
2.1 Basics ofCFA model
2.2 CFA model with continuous indicators
2.3 CFA model with non-normal and censoredcontinuous indicators
2.3.1 Testingnon-normality
2.3.2 CFA model with non-normalindicators
2.3.3 CFA model with censored data
2.4 CFA model with categoricalindicators
2.4.1 CFAmodelwithbinaryindicators '
2.4.2 CFA model with ordered categoricalindicators
2.5 Higher order CFA model
Appendix 2.A BSI-18 instrument
Appendix 2.B Item reliability
Appendix 2.C Cronbach's alpha coefficient
Appendix 2.D Calculating probabilities using PROBIT regression Coefficients
3 Structuralequations withlatent variables
3.1 MIMIC model
3.2 Structuralequationmodel
3.3 Correcting for measurement errorsin single indicator variables
3.4 Testinginteractionsinvolvinglatentvariables
Appendix 3.A Influence of measurement errors
4 Latent growth models for longitudinal data analysis
4.1 LinearLGM
4.2 NonlinearLGM
4.3 Multi-processLGM
4.4 Two-partLGM
4.5 LGM with categoricaloutcomes
5 Multi-groupmodeling
5.1 Multi-group CFA model
5.1.1 Multi-group first-order CFA
5.1.2 Multi-group second-order CFA
5.2 Multi-group SEM model
5.3 Multi-groupLGM
6 Mixturemodeling
6.1 LCAmodel
6.1.1 ExampleofLCA
6.1.2 Example of LCA model with covariates
6.2 LTAmodel
6.2.1 ExampleofLTA
6.3 Growth mixture model
6.3.1 Example of GMM
6.4 Factor mixture model
Appendix 6.A Including covariate in the LTA model
7 Sample size for structural equation modeling
7.1 The rules of thumb for sample size needed for SEM
7.2 Satorra and Saris's method for sample size estimation
7.2.1 Application of Satorra and Saris's method to CFA model
7.2.2 Application of Satorra and Saris's method to LGM
7.3 Monte Carlo simulation for sample size estimation
7.3.1 Application ofMonte Carlo simulation to CFA model
7.3.2 Application of Monte Carlo simulation to LGM
……
References
Index
应用统计学丛书·结构方程模型:Mplus与应用(英文版) [Structural Equation Modeling:Applications Using Mplus] 电子书 下载 mobi epub pdf txt
应用统计学丛书·结构方程模型:Mplus与应用(英文版) [Structural Equation Modeling:Applications Using Mplus]-so88
应用统计学丛书·结构方程模型:Mplus与应用(英文版) [Structural Equation Modeling:Applications Using Mplus] pdf epub mobi txt 电子书 下载 2022
图书介绍
☆☆☆☆☆
||
王济川,王小倩 著
出版社: 高等教育出版社 ISBN:9787040348286 版次:1 商品编码:11080754 包装:平装 外文名称:Structural Equation Modeling:Applications Using Mplus 开本:16开 出版时间:2012-08-01 用纸:胶版纸 页数:453 字数:750000 正文语种
内容简介
《应用统计学丛书·结构方程模型:Mplus与应用(英文版)》以通俗易懂的方式系统地阐述结构方程模型的基本概念和统计原理,侧重各种结构方程模型的实际应用。《应用统计学丛书·结构方程模型:Mplus与应用(英文版)》采用国际著名SEM软件Mplus,使用真实数据来演示各种常见的以及某些新近发展起来的较高级的结构方程模型,提供相应的Mplus程序,并详细解读程序输出结果。参照《应用统计学丛书·结构方程模型:Mplus与应用(英文版)》提供的例题和相应的计算机程序,读者便能自己实践各种SEM模型。本书可作为大学社会科学及公共卫生学院研究生以及统计和生物统计专业本科生教材,也可作为相关学科的研究人员从事统计分析的工具书。内页插图
目录
1 Introduction1.1 Modelformulation
1.1.1 Measurement model
1.1.2 Structuralmodel
1.1.3 Model formulation in equations
1.2 Modelidentification
1.3 Modelestimation
1.4 Modelevaluation
1.5 Modelmodification
1.6 Computer programs for SEM
Appendix 1.A Expressing variances and covariances among observed variables as functions of model parameters
Appendix 1.B Maximum likelihood function for SEM
2 Confirmatory factor analysis
2.1 Basics ofCFA model
2.2 CFA model with continuous indicators
2.3 CFA model with non-normal and censoredcontinuous indicators
2.3.1 Testingnon-normality
2.3.2 CFA model with non-normalindicators
2.3.3 CFA model with censored data
2.4 CFA model with categoricalindicators
2.4.1 CFAmodelwithbinaryindicators '
2.4.2 CFA model with ordered categoricalindicators
2.5 Higher order CFA model
Appendix 2.A BSI-18 instrument
Appendix 2.B Item reliability
Appendix 2.C Cronbach's alpha coefficient
Appendix 2.D Calculating probabilities using PROBIT regression Coefficients
3 Structuralequations withlatent variables
3.1 MIMIC model
3.2 Structuralequationmodel
3.3 Correcting for measurement errorsin single indicator variables
3.4 Testinginteractionsinvolvinglatentvariables
Appendix 3.A Influence of measurement errors
4 Latent growth models for longitudinal data analysis
4.1 LinearLGM
4.2 NonlinearLGM
4.3 Multi-processLGM
4.4 Two-partLGM
4.5 LGM with categoricaloutcomes
5 Multi-groupmodeling
5.1 Multi-group CFA model
5.1.1 Multi-group first-order CFA
5.1.2 Multi-group second-order CFA
5.2 Multi-group SEM model
5.3 Multi-groupLGM
6 Mixturemodeling
6.1 LCAmodel
6.1.1 ExampleofLCA
6.1.2 Example of LCA model with covariates
6.2 LTAmodel
6.2.1 ExampleofLTA
6.3 Growth mixture model
6.3.1 Example of GMM
6.4 Factor mixture model
Appendix 6.A Including covariate in the LTA model
7 Sample size for structural equation modeling
7.1 The rules of thumb for sample size needed for SEM
7.2 Satorra and Saris's method for sample size estimation
7.2.1 Application of Satorra and Saris's method to CFA model
7.2.2 Application of Satorra and Saris's method to LGM
7.3 Monte Carlo simulation for sample size estimation
7.3.1 Application ofMonte Carlo simulation to CFA model
7.3.2 Application of Monte Carlo simulation to LGM
……
References
Index
应用统计学丛书·结构方程模型:Mplus与应用(英文版) [Structural Equation Modeling:Applications Using Mplus] 电子书 下载 mobi epub pdf txt
电子书下载地址:
相关电子书推荐:
- 文件名
- 身边的科学-新编少年儿童十万个为什么
- 声乐教学艺术与演唱实践 颜五湘编著 声乐教学教材 音乐理论与实践 花城出版社
- {RT}有机化学世界大观-《有机化学世界大观》编写组著 世界图书出版公司 97875100
- 巴斯蒂安钢琴教程(1共4册原版引进)/有声音乐系列图书
- 矿物与岩石图鉴 9787553765747
- 儿童歌曲 儿歌大全 中国孩子喜欢看的经典 彩图注音版 子读物经典 钢琴谱 英文儿童歌曲从零开始学音乐
- 圆顶龙的逆袭-决战恐龙星球-2
- 巴斯蒂安钢琴教程(1共4册原版引进)
- 新疆:伊犁哈萨克自治州概况——中国少数民族自治地方概况丛书 9787105086412
- 约翰·汤普森简易钢琴教程:彩色大音符版:4 音乐 书籍
- {RT}海滨自然笔记-在海边发现季节的更迭-[英]赛莉亚·刘易斯,杨红珍 商务印书馆 97
- 阳关三叠 音乐 书籍
- 法拉第和物理知识 9787544077309
- 《孕产妇饮食宜忌》怀孕书籍孕期书籍大全孕妇食谱营养书孕期书籍准妈妈读孕妇营养餐孕期营养餐孕妇吃什么孕
- 科技世界-英国少儿插画百科