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Also, the AMHMABB model is found to perform better than the linear multi-site disaggregation model (MDM) in preserving the statistical as well as the multi-site critical deficit run characteristics of the observed flows.
Such latent variable modeling techniques could serve as feature selection and replacement methods while preserving the statistical relationships that are essential for text classification tasks.
The combination of both corrects the ecologic bias in the estimated effect while preserving the statistical power of the analysis.
Thus, the total number of RNA-Seq reads considered for all genes was not altered, preserving the statistical power of the analysis (see Methods for details).
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The main purpose of this paper is to propose a methodology to simulate multivariate hourly sea state time series that preserve the statistical characteristics of the existing empirical data.
In this approach, the embedding operation is designed to preserve the statistical properties of the cover data in terms of decoded BER after MRC decoding of code words at the destination node which includes both the effect of wireless channel errors and errors due to embedding distortion.
Our goal is (1) to accommodate different network configurations, on/off flow behaviors and interaction between predicted flows and packet-based flows; and (2) to preserve the statistical behavior of every entity in the system so as to maintain the accuracy of the network simulation as a whole.
The above assessments indicate that realizations generated by the proposed spatiotemporal simulation approach can preserve the statistical properties of the marginal density.
This so-called random-shuffle surrogate data preserves the statistical properties of the data and is used to confirm that the data is not random but chaotic [ 14].
In an attempt to preserve the statistical power of the study, we provide the results for the first 96 hours of infusion (H0 to H96).
Also, to preserve the statistical independence of the replicate m FO estimates, each one was calculated using a unique paired estimate of m FT. For each mortality rate parameter, m FT or m FO, we compared the evolved lines with the ancestral strain as follows.
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