umx_is_class: Check if variables in a dataframe are in a list of classes.

In umx: Structural Equation Modeling and Twin Modeling in R

Check if variables in a dataframe are in a list of classes.

Description

Checks the class of each column in a dataframe, seeing if they are %in% a list of classes. Returns a vector of TRUE and FALSE, or, if all ==TRUE, a single binary (the default).

Usage

umx_is_class(df, classes = NULL, all = TRUE)

Arguments

df	A dataframe to check
classes	vector of valid classes, e.g. numeric
all	Whether to return a single all() Boolean or each column individually.

Value

• Boolean or Boolean vector

References

• https://github.com/tbates/umx, https://tbates.github.io

See Also

• umx_is_numeric()

Other Check or test: umx_check_names(), umx_is_endogenous(), umx_is_exogenous(), umx_is_numeric(), umx_is_ordered(), umx

Examples

umx_is_class(mtcars) # report class list
# Are the variables in mtcars type character?
umx_is_class(mtcars, "character") # FALSE
# They're all numeric data
umx_is_class(mtcars, "numeric") # TRUE
# Show the test-result for each variable in mtcars
umx_is_class(mtcars, "numeric") # TRUE
# Are they _either_ a char OR a num?
umx_is_class(mtcars, c("character", "numeric"))
# Is zygosity a factor (note we don't drop = F to keep as dataframe)
umx_is_class(twinData[,"zygosity", drop=FALSE], classes = "factor")
umx_is_class(mtcars$mpg) # report class of this column (same as class(mpg))

umx documentation built on May 29, 2024, 5:40 a.m.