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factor analysis

factor analysis

1 6.1
A method that finds a few hidden groups in many related survey questions or measurements
  • noun
  • /ˈfæktər əˈnælɪsɪs/
  • Specialized
translation icon : análisis factorial
  • Additional changes were made after a factor analysis, yielding the present version of the questionnaire.
  • confirmatory factor analysis
  • exploratory factor analysis
  • principal factor analysis

And statistical factor analysis has been used to try and understand what are the underlying dimensions of intelligence.

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Examples

  • And statistical factor analysis has been used to try and understand what are the underlying dimensions of intelligence.

  • The researchers selected factor analysis as the analytical method to determine the underlying structures of the themes.

    Academic text (2011)
  • In the second section, the exploratory factor analysis findings are presented.

    Academic text (2008)
  • We conducted principal factor analysis with varimax rotation to reduce the items in the scale.

    Academic text (2011)
  • An exploratory factor analysis was used to identify the factor structure of the SCCOC.

    Academic text (2008)
  • Initial validation with factor analysis was conducted; however, more rigorous validation of the two scales is needed.

    Academic text (2008)
  • Kahn (2006) contended that there has been widespread use of factor analysis in scale development research.

    Academic text (2008)
  • We submitted the 90 items of the SCMES to a principal axis factor analysis with varimax rotation.

    Academic text (2008)
  • The reliability of the scales has been supported by confirmatory factor analysis with alphas ranging from 0.68 to 0.81.

    Academic text (2008)
  • The researchers selected factor analysis as the method to identify the underlying variables affecting survey responses.

How Processed

integrated data processing
  • Specialized
4.8
factor analysis
  • Specialized
1 6.1
wrangling
  • Specialized
6.7
hygienization
  • Specialized
8.2

Surface Forms

Morphology

factor + analysis

The phrase literally composes as an 'analysis of factors', so a B1 learner who knows 'factor' and 'analysis' can infer it refers to an examination concerning factors. However, the precise technical statistical sense (a specific method for reducing correlated variables to underlying latent factors) is specialized and not fully predictable from the constituents, making the term only partially transparent.

Etymology

Factor analysis is an analysis that looks for a few hidden factors behind many questions or things. Imagine many survey questions that all link back to a few main ideas. That's why the method means finding a small number of 'hidden causes' that explain the rest.