Supplement 1. R code used to create the results that are presented in Table 2.

File List allocate.r Description The allocate.r file is an R script that requires the free, open-source R statistical environment to run. The script is self-contained and can be run using the source command. It provides a function that determines the necessary sampling rate and sample size according to the algorithms in the paper, and examples of using the function to determine the results that we used to construct Table 2.