For this reason, we chose not to perform the no normalization technique along with other normalization methods in our analysis.
Rao et al. [ 11] applied commonly used normalization methods, including cyclic loess, quantile, median or mean, and no normalization techniques to normalize miRNA expression arrays.
To address this issue, we identified DE miRNAs in two alternatively normalized datasets: TMM-normalized (Robinson et al. 2010), upper-quantile normalized, and with no normalization.
As explained above, the ExPas in set P n e w are already in the normalized form, hence no normalization are needed.
The normalized observations are consistent with the results if no normalization was applied (Additional file 12: Text S5).
But "there will be no normalization for free".
Second is the view of the Syrians, who want to prove that they can get as much out of Israel as Anwar el-Sadat did, while giving less -- like no normalization of relations, trade or tourism.
Shlomo Brom, a retired general at the Institute for National Security Studies, said the bombing was meant "to send a clear message" to Mr. Abbas, Israel and the United States that there will be no normalization of life without Hamas.
At one point, parts of the crowd responded by breaking into chants of "No normalization with Israel" and one questioner also demanded to know why the Arab League was so impotent.
The (AUC+AUPRC /2 scores are 0.79, 0.65, 0.82, 0.86, and 0.92 for no-normalization, quantile normalization, VSN, LVS, and Bayesian normalization respectively.
These results suggest that the Bayesian framework and quantile normalization are robust against the variation of sp, while VSN and no-normalization are not.
