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A standardization procedure is proposed to take into account the correlation estimations of the outputs with their associated input series.
§ Pearsons correlation used for univariate correlation estimations and §§ partial rho correlations used for multivariate correlation estimations.
i.e, 1 c ∑ k (r i (k ) ) 2 ≥ 0.35 for the gene pair i, where there are c valid correlation estimations (c=32 if there are no missing values) and k is dataset index corresponding to all valid correlation estimations; and (2) the Wilcoxon ranksum test of correlations between cancer and non-cancer datasets gives a p-value <= 0.01.
Finally, in order to assess the effect of sample ordering upon correlation estimations (MI), a bootstrapped network was computed by setting 100 cycles and the consensus network was calculated with a Bonferroni corrected q < 0.001[ 54].
Similar(56)
Namely, blocks with weak correlation estimation are Intracoded.
So, the following experiments focus on sample correlation estimation.
Fortunately, only the group channel correlation matrix is required, thus simplifying the correlation estimation.
AFD-DFE is slightly better than partical DFE since no correlation estimation [14] is required here.
Then, using the obtained correlation, estimation of the best matched music piece from a target human motion becomes feasible.
Some of this error can be attributed to the inclusion of problematic regions of the correlation function in addition to leakage from the correlation estimation.
If low correlation is detected, correlation estimation is performed with binary sequences of the HP components of seizure segments to ensure seizure activity.
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