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Publication date: 11/10/2021

Image shown hereConditional Profilers

The conditional model profiler plots are based on conditional predicted values. These are the predicted values obtained if you select Save Columns > Conditional Prediction Formula.

Denote the linear mixed model by E[Y|γ] = Xβ + Zγ. Here β is the vector of fixed effect coefficients and γ is the vector of random effect coefficients. The conditional predictions are the predictions obtained from the model given by Equation shown here.

Four types of profilers are provided:

• Conditional Profiler

• Conditional Contour Profiler

• Conditional Mixture Profiler

• Conditional Surface Profiler

Options that are appropriate for the model that you are fitting are enabled. See Figure 8.21 for an example of a Profiler. See Figure 8.42 for an example of a Surface Profiler. For more information about the profiler, see Surface Plot in Profilers.

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