This wrapper is similar to `cor_auto`

. There
are some minor adjustments that make this function simpler and to
function within `EGAnet`

. `NA`

values are not treated
as categories (this behavior differs from `cor_auto`

)

## Arguments

- data
Matrix or data frame. Should consist only of variables to be used in the analysis

- corr
Character (length = 1). The standard correlation method to be used. Defaults to

`"pearson"`

. Using`"pearson"`

will compute polychoric, tetrachoric, polyserial, and biserial correlations for categorical and categorical/continuous correlations by default. To obtain`"pearson"`

correlations regardless, use`cor`

. Other options of`"kendall"`

and`"spearman"`

are provided for completeness and use`cor`

- ordinal.categories
Numeric (length = 1).

*Up to*the number of categories*before*a variable is considered continuous. Defaults to`7`

categories before`8`

is considered continuous- forcePD
Boolean (length = 1). Whether positive definite matrix should be enforced. Defaults to

`TRUE`

- na.data
Character (length = 1). How should missing data be handled? Defaults to

`"pairwise"`

. Available options:`"pairwise"`

--- Computes correlation for all available cases between two variables`"listwise"`

--- Computes correlation for all complete cases in the dataset

- empty.method
Character (length = 1). Method for empty cell correction in

`polychoric.matrix`

. Defaults to`"none"`

Available options:`"none"`

--- Adds no value (`empty.value = "none"`

) to the empirical joint frequency table between two variables`"zero"`

--- Adds`empty.value`

to the cells with zero in the joint frequency table between two variables`"all"`

--- Adds`empty.value`

to all in the joint frequency table between two variables

- empty.value
Character (length = 1). Value to add to the joint frequency table cells in

`polychoric.matrix`

. Defaults to`"none"`

. Accepts numeric values between 0 and 1 or specific methods:`"none"`

--- Adds no value (`0`

) to the empirical joint frequency table between two variables`"point_five"`

--- Adds`0.5`

to the cells defined by`empty.method`

`"one_over"`

--- Adds`1 / n`

where`n`

equals the number of cells based on`empty.method`

. For`empty.method = "zero"`

,`n`

equals the number of zero cells

- verbose
Boolean (length = 1). Whether messages should be printed. Defaults to

`FALSE`

- ...
Not actually used but makes it easier for general functionality in the package