Sentence examples for identification of Outliers from inspiring English sources

Step 2: Identification of Outliers.

Principal component analysis was used to support the identification of outliers.

This facilitates the identification of outliers as these satellites fly side-by-side.

These methods allow for identification of outliers and differentiation between patients with high or low resource use.

The identification of outliers and other inconsistencies among the variables was done through the running of frequencies and cross tabulations.

The graphical aids to the identification of outliers and high-leverage points are combined with graphs for the identification of influence type based on the likelihood distance.

Advanced statistical approaches to outlier detection in proteomics data have focused either on the identification of outlier spectra maps (Rudnick et al., 2010; Schulz-Trieglaff et al., 2009) or on peptide/protein abundances independent of LC-MS run behavior (Cho et al., 2008; MacCoss et al., 2003; Xia et al., 2006).

Additionally, correlation, anomaly detection, and pattern discovery create a holistic view of the organization's security posture and the identification of outlier events and patterned incidents.

Identification of outlier exons was performed without prior knowledge of the mutation data.

This allowed for the identification of outlier genes (i.e., genes that are hidden among the large number of genes whose expression is affected) [36].

First and foremost, identification of outlier exons requires their transcript expression level to be within the linear detection range of the exon array, which is determined by their transcript expression level as well as the hybridization efficiency and specificity of the probe sets involved.