点击选择搜索分类
首页 - 大学竞赛教材- 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
- 满58包邮 常见花卉识别手册 9787568407274 宗树斌 江苏大学出版社
- 拍拍我的宝贝 每个父母都能成为摄影师 儿童摄影书 宝贝影像学 儿童摄影书
- 缤纷的生命 [美]爱德华·威尔逊 金恒镳
- 战争事典·特典001·幕末维新
- 正版刚2014中国好书榜获奖图书 小楼与大师:科学殿堂的人和事(理解科学丛书)97873
- 女孩的幸福力系列:恋爱、工作一帆风顺 召唤幸运的美声教室
- (青少年“海洋梦”系列丛书)八仙过海——海上探险与航海 “海洋梦”系列丛书编委
- 2018年01-06月 玩转地球.百科探秘 随机赠礼品!
- 纳米科学 9787562842224
- 慧眼识宝:田黄
- 中国科技典籍选刊(第二辑):历引三种 李亮
- 中国历代陶瓷壶图鉴
- 《物含妙理总堪寻:从爱因斯坦到霍金》
- 岁时花艺 花道技艺入门 花艺书籍 插花教程书籍 花艺师学习教程 花艺技巧教程书籍
- 世界奇异档案记录第二季