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Computationally efficient mixed effect model for genetic analysis of high dimensional neuroimaging data

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Figure

Table 3.1: Comparison of Model and Test Statistic Properties. Usual P-values and CI’s(confidence Intervals) refer to the best practice inference tools used with maximum likelihoodestimation.
Table 3.2: Comparison of Tests for Heritability Inference.
Figure 3.1: Simulation 1 results, comparing ML and WLS behaviour in terms of meanestimate (top left; true h2 varies on abscissa within clusters), standard deviation (SD; topright), bias (lower left), and mean squared error (MSE; bottom right)
Table 3.4: Simulation 2 result, comparing parametric rejection rates (percent), 5% nomi-nal
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