efasummariser: efasummariser

In MarvinLawPhD/datasummariser: Summarises Data

Description

This function produces a dataframe with loadings and communalities for EFA produced using the psych package. It can handle multiple EFA results from different samples, binding them together. This function should be used either with a single EFA or with EFAs on the same variables but with different samples.

Usage

efasummariser(threshold = 0, ...)

Arguments

threshold	The threshold cutoff for showing factor loadings.
...	Dataframe of EFA loadings and communalities from all input EFAs

Value

A dataframe of EFA loadings and communalities with loadings lower than the threshold hidden

Examples

setosa <- psych::fa(iris %>%
  filter(Species == "setosa") %>%
  select_if(is.numeric),
fm = "gls"
)

versicolor <- psych::fa(iris %>%
  filter(Species == "versicolor") %>%
  select_if(is.numeric),
fm = "gls"
)

efa_loadings(threshold = 0.3, setosa, versicolor)

MarvinLawPhD/datasummariser documentation built on Aug. 11, 2020, 6:25 p.m.