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Each column is permutated randomly.
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The binding vector b' is permutated K times, resulting in K permuted binding vectors b(1), b(2),.., b( K).
Unlike the global test, in which all the matrices in the analysis are permutated, only a single distance matrix is permutated at a time for the a posteriori tests.
Gins23 also possesses similar structural domains as in Gins51, but the order of the two domains in the sequence is permutated.
The class labels of our training samples in either cohorts of SJIA F and QOM/RD, or cohorts of SJIA F and KD/FI, were permutated 500 times such that each time every sample would be randomly assigned a new class label (SJIA F or QOM/RD in F and QOM/RD discrimination; SJIA F or KD/FI in SJIA F and KD/FI discrimination).
The group label (VAP yes/no) was permutated for 1000 times to calculate the probability that a similar or better discrimination value would be found based on chance.
None of the simulated scenarios (0/1000; 0 %) in which the group label (VAP yes/no) was permutated resulted in an equal or greater ROC-AUC.
Then these random numbers of input random variables are permutated by a method based on rank correlation to satisfy the desired correlation between input random variables.
For precise results, p values of the alleles were permutated 100,000 times.
In each simulation, the gene list for each treatment was permutated and the random overlap among gene lists was recorded.
The discordant homozygous SNPs (dhSNPs) of the original genotypes in the regions were permutated to concordant SNPs.
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CEO of Professional Science Editing for Scientists @ prosciediting.com