Sentence examples for by applying factor analysis from inspiring English sources

We studied population activity structure as a function of neuron type by applying factor analysis to spontaneous activity from spiking networks with balanced excitation and inhibition.

In the first phase, machine cells are identified by applying factor analysis to the matrix of similarity coefficients.

This paper summarizes how by applying factor analysis techniques to complete a statewide regionalization for Minnesota, hydrologic regimes were identified, each with a specific hydrologic signature; varying between three and four runoff periods of different durations.

Relationships between these measures and the aforementioned gait-related symptoms are determined by applying factor analysis to three common, clinical walking outcomes, then correlating the inertial measures as well as walking speed to each extracted factor.

By applying factor analysis and principal component analysis, we showed that "hyperinsulinemia cluster" (a factor having high positive loadings for BMI, triglycerides, and insulin and a high negative loading for HDL cholesterol) was predictive of death from CHD in middle-aged and elderly patients with type 2 diabetes (49, 51).

In addition, 3 measures of mental wellbeing (emotional, psychological, and social) have been developed by Keyes (1998) applying factor analysis on several wellbeing measures in MIDUS.

Here we apply factor analysis to neural data obtained with fMRI to determine the semantic factors underlying the brain activation.

Composite scores were calculated for the depressive symptoms by applying confirmatory factor analysis fitting a single-factor measurement model using weighted least squares estimation based on polychoric correlation matrices.

Gathered data have been analyzed by applying the Factor Analysis for Mixed Data (FMDA), the Hierarchical Clustering on Principal Components (HCPC); as well as Chi2 test of independence, ANOVA and Kruskal-Wallis tests for measuring dependencies or relations among variables.

It takes a value of 1 if the region contributes less than 10percentt of total production of cassava, and 0 otherwise.15Household index is a composite variable estimated by applying a factor analysis.

Composite scores were calculated for the cyber-bullying behaviours by applying confirmatory factor analysis (see below).