We estimated the mean for the county by adjusting the mean pixel values to compensate for estimated deviation resulting from systematic model prediction error.
According to the empirical analysis conducted by Kelly and Pratt (2013), we need to consider the estimated deviation of the expected return due to the different sample.
We estimated deviation from HWE per race through a Chi-squared test.
For quality control, we estimated deviation from Hardy Weinberg equilibrium (HWE) for each SNP by race.
CAI estimates the deviation from the major codon bias, as derived from a set of highly expressed genes, whereas RCBS estimates deviation from uniformity within the sequence.
In general, the interaction patterns were relatively similar between the measured and estimated deviations.
However, the estimated deviations were small compared to the size of the target and the size of the finger pad.
The estimated deviations obtained using this particular subset of mutation pairs were also most successful in predicting the functional relationships (AUC = 0.810).
The distributions of the estimated deviations with different subset sizes k are illustrated in Figure 4 in the dataset of St Onge et al. [10].
Note that since the residual errors in Eq. 4 are updated each time that a new pair is added, the estimated deviations can vary considerably as a function of k.
