Describe data

Calculate key descriptive statistics for a given set of data.

describe_data(data, data_name, criterion_name, baseline_value)

Arguments

data

A data frame with a criterion variable criterion_name.

data_name

A character string specifying a name for the data.

criterion_name

A character string specifying the criterion name.

baseline_value

The value in criterion_name denoting the baseline (e.g., TRUE or FALSE).

Value

A data frame with the descriptive statistics.

Examples

data(heartdisease)
describe_data(heartdisease, "heartdisease",
              criterion_name = "diagnosis",
              baseline_value = TRUE)
#> # A tibble: 1 × 7
#>   Name         Cases_n Criterion Baseline_pct Predictors_n NAs_n NAs_pct
#>   <chr>          <int> <chr>            <dbl>        <dbl> <int>   <dbl>
#> 1 heartdisease     303 diagnosis         45.9           13     0       0