Mplus大师Muthen的课程PPT(共9讲)

本帖最后由 deligent84 于 2012-4-17 20:55 编辑

Mplus是一个统计建模软件，是目前最流行、也是功能最强大的结构方程分析软件。Mplus由Linda Muthén & Bengt Muthén开发，他们致力于为研究者提供了一个灵活的工具来分析数据，提供了多种选择，具有易于使用的图形界面和展示数据分析结果的模式,估计和算法。Mplus允许一起分析横断面和纵向数据，单层和多层数据，来自不同的母体的数据，无论可见或不可见的异质。可分析可见的变量是continuous, censored, binary, ordered categorical (ordinal), unordered categorical (nominal), counts或这些变量类型的组合。

1. Introductory - advanced factor analysis and structural equation modeling with continuous outcomes.

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2. Introductory - advanced regression analysis, IRT, factor analysis and structural equation modeling with categorical, censored, and count outcomes

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3. Introductory and intermediate growth modeling

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4. Advanced growth modeling, missing data analysis, and survival analysis.

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5. Categorical latent variable modeling with cross-sectional data.

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6. Categorical latent variable modeling with longitudinal data.

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7. Multilevel modeling of cross-sectional data.

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8. Multilevel modeling of longitudinal data.