Examples of 'component analysis' in a sentence

Meaning of "component analysis"

A statistical technique used to identify underlying factors or components from a set of observed variables. It helps in understanding complex relationships and patterns within data

How to use "component analysis" in a sentence

Basic
Advanced
component analysis
Variables incorporated in the principal component analysis.
Principal component analysis was performed to identify dietary patterns.
Determination of missing data by material or component analysis.
Component analysis with professional instruments.
This method is based on sparse component analysis.
Principal component analysis was used to analyze the data.
Environmental variables were analyzed by principal component analysis pca.
Independent component analysis in image denoising.
Factor analysis were run by principal component analysis.
Independent component analysis of mgnetoencephalographic signals.
The variables were formed by main component analysis.
Independent component analysis of image data.
Each score was constructed using a principal component analysis.
Component analysis of the game and their distribution.
Functional principal component analysis of financial time series.

See also

The data were then analyzed by principal component analysis.
A principal component analysis using all these indicators cf.
Reliability and principal component analysis.
The component analysis is presented as a function of carbon number.
Theory behind principal component analysis.
Principal component analysis was used to detect dietary patterns.
Dietary patterns were identified through principal component analysis.
The principal component analysis is used to reduce the dimension.
The number of components may be determined by component analysis.
Principal component analysis is very popular to perform dimension reduction.
Abnormal event detection using principal component analysis.
Principal component analysis of residuals.
The ideal features extracted by principal component analysis.
Principal component analysis of a block.
The corresponding tool in statistics is called principal component analysis.
A principal component analysis was performed on four fatty acid traits.
These samples may then be compared by principal component analysis.
Principal component analysis is commonly confused with factor analysis.
Modern methods of component analysis.
Principal component analysis was two dimensional and computer generated.
The weather data were analyzed using a principal component analysis.
Principal component analysis was used to obtain the food consumption patterns.
Autistic trait subscales were created using principal component analysis.
Principal component analysis.
This can be done using a method called principle component analysis.
Curvilinear component analysis.
They concern a statistical process called principal component analysis.
I ran a component analysis.
All four questionnaire dimensions were evidenced in the principal component analysis.
Principal component analysis was used to define major dietary patterns.
Hierarchical cluster analysis was made and principal component analysis pca.
The principal component analysis was used to process the results.
Questionnaire included questions related to principal component analysis to confirm reliability.
Factor or component analysis could be applied to correlations or covariances among cases.
One important example of such application areas is independent component analysis.

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