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On the other hand, the expression of the estimated noise power accounts for noise interdependencies, which is a better approach than [12].
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To adjust for library sizes and skewed expression of transcripts, the estimated abundance values were normalized using the Trimmed Mean of M-values (TMM) normalization method included in the edgeR package [ 55].
To adjust for library sizes and skewed expression of transcripts, the estimated abundance values were normalized using the Trimmed Mean of M-values (TMM) normalization method [ 48] included in the edgeR package.
Since the true expression levels in a simulated data set were known, we could calculate the mean squared errors of the estimated expression levels (summarized in Table 1).
Compute Q 1 ( e ̂ W ) and then select φ α using expression (24), using the estimated medians of Q 1. 3.
Log-log scatter plot of the estimated expression levels as nRPK.
The adequacy of such models relies on accurate expressions for the estimate of the effective axial and radial thermal conductivities of the structured catalyst.
In this section, a PSD-based method [19, 25] is exploited to derive the accurate expressions for the steady-state MSE of the estimated frequency.
Expressions for the estimates of full conversion time for a range of kinetic models have been established.
Asymptotic variance expressions for the estimates of forward and recycle models are provided.
While these identification techniques have been very suitable for the identification of such mechanical, aeronautical or civil structures, covariance expressions of the estimates of the system matrices are difficult to obtain and theoretical results from literature are hard to implement for output-only systems with unknown noise properties in practice.
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