Exact(23)
The effects of the SNPs are denoted gi (i = 1,.., m), and in vector notation by g.
The details as follows: assume that x i 1, x i 2,..., x in are the gene expressions of gene gi, i = 1,..., m, and sort them in ascending as.
Thus, in this case, a quasi-Berkson error model [ 5] can be postulated between the assigned sample mean (W ¯ g ) and true exposures (X gi ), i.e. (2) X gi = W ¯ g + e gi, E [ e gi | W ¯ g ] = 0.
To construct a beamforming matrix W i ( k ), we express K GI i ( k ) in (2) using the eigenvalue decomposition as K GI i ( k ) = V GI i ( k ) D GI i ( k ) V GI i ( k ) H, (5).
where D GI i ( k ) and V GI i ( k ) denote the diagonal matrix composed of eigenvalues and unit-norm eigenvector matrix of K GI i ( k ), respectively.
Table 2 SBA assessment criteria for group interaction (GI) I.
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