factor analyse
Definition
Verb: * To perform a factor analysis of correlational data. This is a statistical procedure used to identify underlying, unobserved variables (called factors) that explain the patterns of correlations among a set of observed variables.
Usage
This verb describes the specific action of applying the statistical technique of factor analysis to a dataset. It is typically used in academic, research, or data science contexts.
Examples
- The researcher will factor analyse the survey responses to identify the main dimensions of customer satisfaction.
- We need to factor analyse this correlation matrix to see if these ten test items can be reduced to two or three core skills.
- The data from the psychological assessment was factor analysed, revealing three distinct personality factors.
Advanced Usage
- Factor analyse is often used in its passive form ("the data was factor analysed") or as a gerund ("factor analysing the data").
- It is commonly followed by a direct object specifying the data being analyzed (e.g., "factor analyse the results," "factor analyse the variables").
Variants and Related Words
- Factor analysis (n): The name of the statistical technique itself.
- They used factor analysis to simplify their data model.
- Factor analyst (n): A person who performs factor analysis.
Synonyms
- Perform factor analysis on: A more formal periphrastic synonym.
- Subject to factor analysis: A formal alternative, often used in passive constructions.
Related Phrases
- To run a factor analysis: A common informal alternative to "factor analyse."
- The next step is to run a factor analysis on the collected data.
Verb
-
to perform a factor analysis of correlational data
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