Sentence examples for by a clustering analysis from inspiring English sources

In order to create a typology of the studied genotypes, variables measured under well watered and calculated response variables were analysed by MFA followed by a clustering analysis.

These observations were formalized by a clustering analysis using UCLUST v1.1 at a 97.5% identity threshold.

An all-to-all BLASTP analysis of these 665,762 orphan gene products followed by a clustering analysis (see 'Materials and methods') yielded 160,543 clusters and 461,435 singletons.

A clustering analysis by the structure program was utilized to study relationships of the populations from a different point of view.

Brouwer, M. P. & Zwaan, C. Sunspot nests as traced by a cluster analysis.

The work of judging a solution as normal or abnormal is done by a cluster analysis algorithm.

Ten large-scale white-matter networks were identified by a cluster analysis of voxel-based white-matter functional connectivity and classified into superficial, middle and deep layers of networks.

The test of hypothesis H1 was carried out by developing a classic confirmatory model (Φ test), while that of hypotheses H2 and H3 was by a cluster analysis.

The priori groups correspond to natural classifications or groups known from history or prior knowledge and also could have been formed by a cluster analysis performed on past data (Hardle and Simar 2007).

Previously, baseline data from these combined studies was used to conduct a rotated factor analysis followed by a cluster analysis using all items from the Young Mania Rating Scale (YMRS) and the Montgomery-Åsberg Depression Rating Scale (MADRS) (Swann et al. 2013b) and to identify the factor structure of psychiatric symptoms of the subjects included in these studies.

This classification is obtained by a cluster analysis of the BLOSUM62 matrix [79], and also by analyzing residue-residue contact energies in proteins [80].