Calculate NA probabilities for resampling scenarios

Calculates the probability of successful mean calculation and the probability of all values being NA for different counts of non-NA values in a sample of size n. Useful for understanding the impact of missing data on resampling.

Usage

calculate_na_probabilities(n)

Arguments

n

(integer) The total sample size

Value

A tibble with columns: non_na (count of non-NA values), na_count (count of NA values), p_mean_success (probability of successfully calculating a mean), and p_all_na (probability that all resampled values are NA)