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It was elucidated that if a stationary load is applied, normalized electrical resistance increases and remains mainly constant while load is maintained.
Importantly, when we applied normalized group expression as the clustering metrics, we saw not a single outlier among over 1000 samples in five studies on three different microarray platform.
To choose degree for a polynomial model, we applied normalized maximum-likelihood (NML) approach, which is an implementation of the minimum description length (MDL) principle and aims at describing the data best without overfitting [ 25].
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Log2 transformation, Lowess normalization, and quantile normalization were applied to normalize within and between microarrays.
Quantile normalization was applied to normalize between arrays [ 37].
Quantile normalization was applied to normalize between arrays (Bolstad et al., 2003).
From the obtained results, we conclude that the applied stress normalized by volume fraction and axial fabric eigenvalue can estimate fatigue life of human vertebral trabecular bone in axial compressive loading.
A quantile normalization method was applied to normalize the data [ 19].
Briefly, an invariant set normalization method was applied to normalize all arrays of one type at the probe intensity level to a baseline array.
The robust multichip average (RMA) and quantile normalization method were applied to normalize the data, and the expressions of multiple probesets are summarized to the expression of corresponding genes using Expander, then GIENA and traditional GAS were used to detect dysregulated pathways.
The nonparametric empirical Bayes correction normalization has been successfully applied to normalize the different SAGE libraries with different sequencing depth [ 9].
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