factor analyze

Thân thiện

A researcher uses software to factor analyze survey data.

Definition

1. Verb:
   • To perform a factor analysis: The act of applying the statistical technique of factor analysis to a set of correlational data. This process involves identifying underlying, unobserved variables (factors) that explain the patterns of correlations among a larger number of observed variables.

Usage Examples

• Verb:
  • The researcher will factor analyze the survey results to identify the main dimensions of customer satisfaction.
  • To understand the structure of intelligence, psychologists often factor analyze scores from various cognitive tests.
  • We need to factor analyze this dataset before we can confirm our hypothesis about latent variables.

Advanced Usage

• "to be factor analyzed" (passive voice): Describes data that has undergone the process.
  • The questionnaire data was factor analyzed, revealing three primary components.
• "factor analyzing" (gerund/continuous form): Refers to the ongoing process or the concept of performing the analysis.
  • Factor analyzing large datasets requires significant computational power.

Variants and Related Words

• Factor analysis (n): The name of the statistical method itself.
  • She conducted a factor analysis on the results.
• Factor analyst (n): A person who performs factor analysis.
• Factor analytic (adj): Relating to factor analysis.
  • The factor analytic approach confirmed the model.

Synonyms

• Perform factor analysis: The most direct synonym, describing the same action.
• Subject to factor analysis: A more formal way to describe the process being applied to data.

Notes on Meaning

• This is a technical term used primarily in statistics, psychometrics, and social science research. It refers specifically to the application of a defined multivariate statistical procedure. The term is not used in everyday language.

Học thuật

Verb

1. to perform a factor analysis of correlational data

Từ đồng nghĩa

• factor analyse