Aggregated factor correlations — agg

The factor correlations aggregated over k-folds

Usage

agg_cors(models, flag = 0.9, type = "factor")

Arguments

models: An object returned from kfa
flag: threshold above which a factor correlation will be flagged
type: currently ignored; "factor" (default) or "observed" variable correlations

Value

data.frame of mean factor correlations for each factor model and vector with count of folds with a flagged correlation

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 
#>