Extract the expected number of tests from testing configuration results

Extract the expected number of tests from objects of class "TOD" returned by TOD (TOD).

# S3 method for class 'TOD'
ExpTests(object, ...)

Arguments

object: An object of class "TOD", from which the expected number of tests is to be extracted.
...: Additional arguments to be passed to ExpTests (e.g., digits to be passed to round for appropriate rounding).

Value

A data frame containing the columns:

ExpTests: the expected number of tests required to decode all individuals in the algorithm.
ExpTestsPerIndividual: the expected number of tests per individual.
PercentReductionTests: The percent reduction in the number of tests; 100 * (1 - ExpTestsPerIndividual).
PercentIncreaseTestCap: The percent increase in testing capacity when the algorithm is applied to a continuous stream of specimens; 100 * (1/ExpTestsPerIndividual - 1).

References

Bilder, C., Iwen, P., Abdalhamid, B., Tebbs, J., McMahan, C. (2020). “Tests in short supply? Try group testing.” Significance, 17, 15.

Author

Christopher R. Bilder

Examples

set.seed(1002)
p.vec <- expectOrderBeta(p = 0.01, alpha = 2, size = 20)
save.it1 <- TOD(p = p.vec, Se = 0.95, Sp = 0.95, max = 5, threshold = 0.015)
ExpTests(save.it1)
#>   ExpTests ExpTestsPerIndividual PercentReductionTests PercentIncreaseTestCap
#> 1   9.2189                0.4609                 53.91                 116.97