Sentence examples for based on their variance from inspiring English sources

Secondly, in concordance with WGCNA, which selects genes based on their variance, the most varying SNPs in the population were selected due to computational limitations.

The top 200 genes based on their variance across samples or genes that were obtained by statistical filtering were subjected to hierarchical clustering analysis (Manhattan distance, average metric).

A PCA using the 50 miRNAs with the largest variation across all samples was performed to get an overview of how the samples clustered, based on their variance (Fig.  1a).

We used the Fisher's Z-transformed Spearman rank correlations as effect sizes, for which we derived confidence intervals based on their variance calculated as 1 / (N − 3), where N is the corresponding sample size (number of individuals).

Centred on significantly expressed genes, unsupervised analysis was done to visualize clusters of samples or genes based on their variance-covariance structure.

In their report, the authors used a subset of genes (5,730 out of 24,482) that were selected based on their associated variance.

The first stage performs a first denoising followed by a classification of the denoised image blocks based on their local variances.

Then, different measures can be compared based on their normalized variances.

To determine those genes that were differentially regulated with respect to developmental age, all mRNA were ranked based on their temporal expression variance between E12 to P0.

To determine those miRNA that were differentially regulated with respect to developmental age, all miRNA were ranked based on their temporal expression variance through E12 to P0. miRNA undergoing substantial changes throughout development (SD > 1.3) were selected for downstream analysis (Additional file 3).

In the field with high abundance, after trend removal, the variogram models for anecic and endogeic earthworms were rejected based on their negative explained variances.