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kfa results from simulated data example

Source: R/example-kfa-data.R
example.kfa.Rd

Simulated responses for 900 observations on 20 variables loading onto a 3 factor structure (see example in kfa documentation for model). The simulated data was run through kfa with the call kfa(sim.data, k = 2, m = 3) which tested 1-, 2-, and 3-factor structures over 2 folds.

Usage

data(example.kfa)

Format

An object of class "kfa", which is a four-element list:

  • cfas lavaan CFA objects for each k fold

  • cfa.syntax syntax used to produce CFA objects

  • model.names vector of names for CFA objects

  • efa.structures all factor structures identified in the EFA

Examples

data(example.kfa)
agg_cors(example.kfa)
#> $correlations
#> $correlations$`1-factor`
#> NULL
#> 
#> $correlations$`2-factor`
#>   rn        f1 f2 flag
#> 1 f1 1.0000000 NA    0
#> 2 f2 0.2400752  1    0
#> 
#> $correlations$`3-factor`
#>   rn        f1        f2 f3 flag
#> 1 f1 1.0000000        NA NA    0
#> 2 f2 0.2057429 1.0000000 NA    0
#> 3 f3 0.1676734 0.1566721  1    0
#> 
#> 
#> $flag
#> 1-factor 2-factor 3-factor 
#>       NA        0        0 
#>