Also, when analysing the latitude, after the inclusion of 10 PCs, the slope is only borderline significant.
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Accuracy of heritability estimations in presence of hidden population stratification.
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Instead of that, if the latitude heritability drops to 68% after inclusion of the first two PCs, adding more PCs only results in a slow decrease, and the heritability remains highly significant.