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The sibling method is based on difference scores which are less reliable than individual scores, so the effect is attenuated.
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I think in practice this is offset because the sibling cohorts are often much better tested than the mass samples like UKBB, so it's swings and roundabouts.
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In this case they are not using iq test data, so the reliability issue doesn't apply that much.
End of conversation
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