Sentence examples for methods using principal from inspiring English sources

Conventionally, learning-based SR methods using principal component analysis (PCA) have been proposed for face hallucination [19].

24 EFA was conducted in two phases: a) a factor extraction method using principal component analysis (PCA) to derive independent subscales from the 17-item scale, and b) factor rotation using varimax methods in the extraction.

In particular, the proposed method uses principal component analysis to correct for population stratification.

The method uses principal coordinate analysis (PCO) and clustering methods to infer subpopulations in a collection of accessions.

In this work, an accelerated image reconstruction method in FMT using principal components analysis (PCA) is presented to reduce the dimension of the inverse problem.

In the context of classification using high-dimensional data, it is common to fit a prediction rule with a prediction method such as Discriminant Analysis using principal components as predictors instead of the original variables [ 20].

Wealth group was created within country across cities based on household assets at each time point using principal components methods as done in the Demographic and Health Surveys.

In the exploratory factor analyses, two extraction methods were used: Principal Components and Maximum Likelihood; and two rotation methods: Varimax (orthogonal) and Oblimin (oblique) [ 29].

Organised into three main stages, this method involves: (i) indicator selection, using principal components analysis, (ii) zonation by cluster analysis to classify areas into distinct types, and (iii) site allocation, to confirm similarity within affinity zones in terms of monitored air pollution concentrations.

An exploratory factor analysis using principal component method with Promax rotation was used to explore the structure of the items and examine its construct validity because it allows correlation of the factors [ 26].

To check for the validity of the HADS among Malaysian population, an exploratory factor analysis was performed using principal component method with varimax rotation and Cronbach's α was used to test the internal consistency of the scale.