An alternative covariance estimator to investigate genetic heterogeneity in populations.

Across traits, the gain in power with alternative kernels that was assessed by using a paired t test was highly significant (P values of 10 −10 , 10 −12 and 10 −3 for the Gaussian kernel, K-kernel and C-kernel, respectively).

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