check_factorstructure: Check suitability of data for Factor Analysis (FA)

View source: R/check_factorstructure.R

check_factorstructureR Documentation

Check suitability of data for Factor Analysis (FA)

Description

This checks whether the data is appropriate for Factor Analysis (FA) by running the Bartlett's Test of Sphericity and the Kaiser, Meyer, Olkin (KMO) Measure of Sampling Adequacy (MSA).

Usage

check_factorstructure(x, ...)

Arguments

x

A dataframe.

...

Arguments passed to or from other methods.

Value

A list of lists of indices related to sphericity and KMO.

See Also

check_kmo(), check_sphericity_bartlett() and check_clusterstructure().

Examples

library(performance)
check_factorstructure(mtcars)

performance documentation built on Jan. 12, 2023, 9:07 a.m.