【增长模型，定量方法，应用数学与统计，R + SAS 应用】 Growth Modeling

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Growth Modeling
Structural Equation and Multilevel Modeling Approaches

Kevin J. Grimm, Nilam Ram, and Ryne Estabrook



Growth models are among the core methods for analyzing how and when people change. Discussing both structural equation and multilevel modeling approaches, this book leads readers step by step through applying each model to longitudinal data to answer particular research questions. It demonstrates cutting-edge ways to describe linear and nonlinear change patterns, examine within-person and between-person differences in change, study change in latent variables, identify leading and lagging indicators of change, evaluate co-occurring patterns of change across multiple variables, and more. User-friendly features include real data examples, code (for Mplus or NLMIXED in SAS, and OpenMx or nlme in R), discussion of the output, and interpretation of each model's results.

Pedagogical Features:
• Real, worked-through longitudinal data examples serving as illustrations in each chapter.
• Script boxes that provide code for fitting the models to example data and facilitate application to the reader's own data.
• "Important Considerations" sections offering caveats, warnings, and recommendations for the use of specific models.
• Companion website supplying datasets and syntax for the book's examples, along with additional code in SAS/R for linear mixed-effects modeling.

目录截图：









原版 PDF 书籍 + Data set + R & SAS code:

本帖隐藏的内容

原版 PDF：
Growth Modeling_Structural Equation and Multilevel Modeling Approaches.pdf (87.14 MB, 需要: 20 个论坛币)

2016-12-24 14:00:47 上传

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PDF 压缩包：
Growth Modeling_Structural Equation and Multilevel Modeling Approaches.zip (73.52 MB, 需要: 20 个论坛币) 本附件包括：

• Growth Modeling_Structural Equation and Multilevel Modeling Approaches.pdf

2016-12-24 13:58:50 上传

需要: 20 个论坛币  [购买]

Data set + R & SAS code (数据文件 + R, SAS 代码):
Supplementary Materials.zip (2.21 MB, 需要: 1 个论坛币) 本附件包括：

• AppendixA.zip
• AppendixB.zip
• Chapter10.zip
• Chapter11.zip
• Chapter12.zip
• Chapter13.zip
• Chapter14.zip
• Chapter15.zip
• Chapter16.zip
• Chapter17.zip
• Chapter18.zip
• Chapter2.zip
• Chapter3.zip
• Chapter4.zip
• Chapter5.zip
• Chapter6.zip
• Chapter7.zip
• Chapter8.zip
• Data.zip

2016-12-24 14:00:53 上传

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关键词：Modeling Growth model 应用数学 增长模型 particular research describe equation 应用数学

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Growth Modeling
Structural Equation and Multilevel Modeling Approaches

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Growth Modeling 2016