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Fig. 5 | BioData Mining

Fig. 5

From: The prediction accuracy of dynamic mixed-effects models in clustered data

Fig. 5

Effect of an association between clinic size and the outcome on model prediction accuracy. Plots show the density of values for relative improvement in MAE across 1,000 simulations, with horizontal bars representing the mean value, for different values of γ, which controls the size of the effect of scaled clinic size, f(N i ), on the outcome, Y ij . Note that the relative contribution of f(N i ) to the total variance in Y ij , compared to X 1ij , is equal to γ 2. All other parameters are fixed at their base values

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