A sample size, 2, of at least 40 specimens and estimator constants, α=-0.4 and β=-0.3, is expected to result in the greatest accuracy and precision for estimation of fatigue failure probability using the boundary technique. However, α=0.1 and β=0.2, may provide similar accuracy and precision, as well as less chance of an invalid experiment.