Helper function for s_count_cumulative()

Helper function to calculate count and fraction of x values in the lower or upper tail given a threshold.

h_count_cumulative(
  x,
  threshold,
  lower_tail = TRUE,
  include_eq = TRUE,
  na_rm = TRUE,
  denom
)

Arguments

x

(numeric)
vector of numbers we want to analyze.

threshold

(numeric(1))
a cutoff value as threshold to count values of x.

lower_tail

(flag)
whether to count lower tail, default is TRUE.

include_eq

(flag)
whether to include value equal to the threshold in count, default is TRUE.

na_rm

(flag)
whether NA values should be removed from x prior to analysis.

denom

(string)
choice of denominator for proportion. Options are:

• n: number of values in this row and column intersection.

• N_row: total number of values in this row across columns.

• N_col: total number of values in this column across rows.

Value

A named vector with items:

• count: the count of values less than, less or equal to, greater than, or greater or equal to a threshold of user specification.

• fraction: the fraction of the count.

See also

count_cumulative

Examples

set.seed(1, kind = "Mersenne-Twister")
x <- c(sample(1:10, 10), NA)
.N_col <- length(x)

h_count_cumulative(x, 5, denom = .N_col)
#>     count  fraction 
#> 5.0000000 0.4545455 
h_count_cumulative(x, 5, lower_tail = FALSE, include_eq = FALSE, na_rm = FALSE, denom = .N_col)
#>     count  fraction 
#> 6.0000000 0.5454545 
h_count_cumulative(x, 0, lower_tail = FALSE, denom = .N_col)
#>      count   fraction 
#> 10.0000000  0.9090909 
h_count_cumulative(x, 100, lower_tail = FALSE, denom = .N_col)
#>    count fraction 
#>        0        0