Abstract: Bootstrap method is considered to construct confidence
intervals for the reliability, where the stress Xand strength Yare the random variables with unspecified distribution
and explanatory variables zand w, respectively. Simulation studies are performed
to show the accuracy of the proposed confidence limits.
Keywords and phrases: confidence interval, regression, explanatory variable, Mann-Whitney type statistic.