check_factorstructure: Check suitability of data for Factor Analysis (FA)
In performance: Assessment of Regression Models Performance
View source: R/check_factorstructure.R
check_factorstructure R 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.
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View source: R/check_factorstructure.R
| check_factorstructure | R 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)
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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