Reference regions are important in laboratory medicine to interpret the test results of patients, and usually given by tolerance regions. Tolerance regions of
dimensions are highly desirable when the test results contains
outcome measures. Nonparametric hyperrectangular tolerance regions are attractive in real problems due to their robustness with respect...