Description Usage Arguments Details Value See Also Examples
View source: R/Exploratory_BifactorIndices.R
Computes all available bifactor indices for the input given.
1 | bifactorIndices_expl(Lambda, ItemsBySF = NULL, LoadMin = 0.2)
|
Lambda |
is a factor loading matrix from EFA or an object which can be converted to such.
Currently only |
ItemsBySF |
is a list, indexed by factor, of vectors of item names belonging to each specific
factor. You must NOT include the general factor in this list, and the list must have names which
match the factor names in |
LoadMin |
is the minimum loading size so that an item is considered to "belong" to a factor.
If |
Only standardized models are considered for exploratory models. PUC and ARPB are not supported for exploratory models currently, although that may change.
A list of bifactor indices, including three different ECV indices, Omega, and OmegaH.
bifactorIndices
,
bifactorIndicesMplus
,
bifactorIndicesMplus_expl
,
bifactorIndicesMplus_ESEM
,
ECV_SS
,
ECV_SG
,
ECV_GS
,
IECV
,
Omega_S
,
Omega_H
,
H
,
FD
1 2 3 4 5 6 7 8 9 10 11 12 | # psych::fa() can not access the rotations We have to load the library.
library(psych)
SRS_BEFA <- fa(SRS_data, nfactors = 5, rotate = "bifactor")
# inspect the solution to see which exploratory factors belong to which subdomain
SRS_BEFA$loadings
ItemsBySF = list(MR4 = paste0("SRS_", c(5, 9, 12, 15, 18)),
MR2 = paste0("SRS_", c(1, 2, 8, 11, 17)),
MR3 = paste0("SRS_", c(4, 6, 10, 14, 19)),
MR5 = paste0("SRS_", c(3, 7, 13, 16, 20)))
bifactorIndices_expl(SRS_BEFA, ItemsBySF = ItemsBySF)
|
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