Sentence examples for multiple cluster analyses from inspiring English sources

Analysis by consensus clustering, which performs multiple cluster analyses of different subsets of the data, demonstrates that the groups identified by SigClust largely cluster stably together with increasing k (Fig.  2 and Additional file 10).

Firstly, multiple correspondence and cluster analyses allowed identification of sufficiently robust clinical and treatment subgroups.

Based on the results of the above analyses, post-hoc regression analysis (SAS 9.2 Regression Procedure) was conducted separately for each individual cluster in Table 2. Outcomes of each regression were corrected for multiple comparisons (e.g., for the six post-hoc cluster analyses) using the false discovery rate (FDR).

Maintaining multiple perspectives may also prove useful in standard bicluster and cluster analyses.

For such analyses, some advanced clustering approaches have been suggested, for example the utility of transcriptional consensus clusters derived from multiple cluster algorithms [8], or incorporation of prior knowledge of gene function [9].

The scientists used cluster analyses to delineate 10 molecular subgroups.

Cluster Analyses were performed using Cluster and Treeview algorithms [68].

To comprehensively dissect adult zebrafish behavior, we compared the effects of multiple anxiogenic and anxiolytic experimental manipulations (Fig. 3), created three-dimensional (3D) reconstructions of swim paths (Fig. 2, 4 6) and performed hierarchical cluster analyses (Fig. 7).

Cluster analyses were performed using Cluster and Treeview [ 20].

Cluster analyses were performed using online software.

Two levels of cluster analyses were performed.