Page Comparison

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HCM2 models based on the Scotland data (download data and command files)

• Unconditional model

• Conditional model

• Comparison of models

HCM3 model for the Growth data(download data and command files)

HLMHCM models for the Growth data (download data and command files)

•  Unconditional linear growth model

• Level-2 and a row-factor prediction model

Graphing (download data and command files)

Data based graphs:

• Box-and-whisker plots, which can be used to display univariate distributions of level-1 variables for each level-2 unit, with and without a level-2 classification variable.

• Line plots, where, for example, level-1 repeated measures observations are joined by lines to describe changes or developments over time during the course of the research study.

• Scatter plots, which can be used to explore bivariate relationships between level-1 variables for individual or a group of level-2 units, with and without controlling level-2 variables.

Model based graphs

• Model-based graphs

• Plots for individual level-2 units using the level-1 equation instead of the entire model (Level-1 equation modeling)

• Level-1 residual box-and-whisker plots

• Level-1 residual vs predicted value plots

• Level-2 EB/OLS coefficient confidence intervals

• Three-level graphing

FIRC models (download data and command files)

• A 2-level FIRC model

• A 3-level FIRC model

Augmented imputation models (download data and command files)

• An annotated example of HLM2 analysis of incomplete data

Spatial dependence models (download data and command files)

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