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While in the non-stationary scenario, this situation would raise the major problem generating pronounced estimation variation for the reason that only a small piece of samples could be considered as stationary and processed once with autocorrelation estimation in STFT-CS.
Being a digital measure of expression RNA-seq is accurate across a wider range of expression levels than in microarrays [ 27] and estimation variation seems to be considerably lower [ 22].
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This raises the possibility that changes in nucleotide composition, and more generally in the mutation spectrum could influence the estimation of variation in d N/d S or Kr/Kc and confound the correlation patterns of these two variables with LHT.
Additionally, we analyzed the sensitivity of estimated proportions of individuals in each class and of R0 estimation to variation in these parameters (Additional file 3 and Table 4).
From comparison of PCSA using synthetic data, we conclude that the proposed method enhances the robustness of PCSA estimation against variation in muscle architecture.
In order to avoid the two detrimental problems of sparse channel estimation, a variation of the LMS algorithm with ℓ1-norm sparse constraint has been proposed in [18].
In our analysis 131 females had ≥2 observations and were, hence, used for estimation of variation in reaction norm slopes.
Estimation of variation due to any individual autosome can be achieved by fitting just the relationship on this chromosome, and similarly for the sex chromosome [ 6].
2. Within-study estimation error variation among studies ("methodological heterogeneity") – due to; a. Random error – low power for detecting effects due to small sample sizes, rare outcome events, or weak associations; and poor estimation precision (wide confidence intervals); b.
High-density maps also allow estimation of variation in recombination rate (cM/Mb) if the markers can be tied to a reference genome or a set of genomic contigs.
The number of genotyped offspring of each F1 female from JXAU population varied from 5 to 49, with the mean of 22; whereas 17 femalesles from INRA population individually had at least 27 genotyped offspring and most of them had more than 50, which makes the estimation of variation in recombination rate among individuals more robust.
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