Sentence examples for by a cluster analysis from inspiring English sources
The work of judging a solution as normal or abnormal is done by a cluster analysis algorithm.
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.
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 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.
Based on these t-maps, we reduced the redundancy of the data in frequency by a cluster analysis that collapsed the data into a few frequency bands.
By applying a cluster analysis, this paper aims to investigate the role played by heterogeneity in specific characteristics of developing countries in explaining divergent costs and benefits associated with alternative climate negotiation outcomes.
The emotional responses to each scenario were measured on an Arousal Valence emotional space and were assigned with discrete emotion labels by applying a cluster analysis.
Five clusters of billboards, identified by conducting a cluster analysis of their graphic content, were used as a within variable in one-way ANOVAs conducted on performance level data collected from the multiple tasks.
To quantitatively determine levels of upper extremity movement impairment by using a cluster analysis of the Fugl-Meyer Assessment of the Upper Extremity (FMA-UE) with and without reflex items.
Concerned with diversity of behaviors, this paper advances present knowledge about Q&A sites by performing a cluster analysis with a multifaceted view of contributors that account for their motivations and abilities to identify the most common behavioral profiles in these sites.
