Sentences with phrase «performed clustering analyses»

The authors next took 997 tumors in the discovery set, integrated copy number and gene expression data, and performed clustering analyses to identify subgroups of tumors with distinct features and clinical outcomes.

Not exact matches

Analysis suggests that the gene cluster is likely to be actively expressed and producing the toxin, so the research team are interested in performing further research to understand what effects carrying this bacterium has on the animals.

We therefore performed unsupervised clustering analyses with ADMIXTURE (SNP array data; Supplementary Fig. 15) and NGSadmix (whole - genome data; Fig. 4 and Supplementary Fig. 16)(Supplementary Note 9) and found that, unlike contemporary European village dogs, all three ancient genomes possess a significant ancestry component that is present in modern Southeast Asian dogs.

To gain insight into what brain regions may be driving the relationship between social distance and overall neural similarity, we performed ordered logistic regression analyses analogous to those described above independently for each of the 80 ROIs, again using cluster - robust standard errors to account for dyadic dependencies in the data.

This cluster will allow science users to develop and run computer intensive retrieval algorithms and perform large - scale ARM data analysis and extractions with direct access to ARM data.

Proteins (n = 59) that were quantified and determined to be significantly different in abundance by ANOVA (p ≤ 0.01) when comparing CFS from nPTLS subject samples and allow for separation of these two syndromes when performing unsupervised hierarchical cluster analysis.

ANOVA, principal component analysis (PCA) and clustering analyses were also performed using DAnTE.

Looking at an analysis performed by my colleague (and public school parent), Brookings economist Makada Henry - Nickie, socioeconomically diverse schools cluster along the rich - poor, black - white dividing line in Washington, D.C. (See fig. 3 below.)

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Performed advanced statistical analysis (univariate and multivariate analysis of variance, cluster and path analysis, principle component and factor analysis, analysis of covariance, survival & longitudinal analysis, logistic and linear regression modeling), created customized reports and presentation quality data summary tables and figures.

Preliminarily assuming that there are three factors, we performed an oblique rotation (oblimin) for explanatory factor analysis and cluster analyses (hierarchical and non-hierarchical methods) with the N - GED48 scale.

Univariate GLM analyses were performed to compare mothers in the four clusters in terms of their scores on the different scales.