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We demonstrate that IWS is at least 6.8% more efficient than previously published methods in selecting the least number of individuals required to sequence all haplotype segments ≥4% frequency in the US Holstein population.
However, very few studies evaluated the efficacy of different methods in selecting candidate SNPs for second-stage validation, invariably reporting a high percentage of false positive results.
Few studies explored the efficacy of different methods in selecting candidates; among them Pearson et al. compared many statistical methods and verified that the silhouette score was the most efficient method to rank SNPs [10].
Thus, our method clearly outperforms the other methods in selecting the genes in common between genotype and DNA methylation.
Therefore, Eq. 2 and Eq. 3 could potentially be the shortcomings of BPSO and the previous PSO-based methods in selecting a small number of genes for producing a near-optimal (small) subset of genes from the gene expression data.
In this paper, we will compare the performance of Bayesian Normalization versus a few other widely adopted normalization methods in selecting differentially expressed (DE) miRNAs, through both a carefully designed simulation study and the analysis of a real dataset.
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The methods themselves are known from literature, the contribution of this work is the comparison of these methods in selected examples relevant for industry.
We employ relatively simple methods in selected landscapes to qualify or quantify the aesthetics and recreational value, and the scale of the welfare economic value of these ecosystem services.
Although several recent studies have introduced new software packages to detect differential expression from RNA-seq data sets and the authors have shown their improved performance over previous methods in selected data sets, only few independent comparisons have been published so far.
Therefore, unequal-weighted multi-objective grey situation decision making is a feasible method in selecting landfill sites which offers a reference method for landfill site selection elsewhere.
The case study in the last section shows that the proposed design procedure achieves higher efficiency than SBD based on existing 2D method in selecting alternatives.
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