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In this paper, a new two-sampling scheme is proposed to con- struct appropriate confidence intervals for the lower population quantiles. The confidence intervals are determined in the parametric and nonparamet- ric set up and the optimality problem is discussed in each case. Finally, the proposed procedure is illustrated via a real data set.

Confidence Intervals for Lower Quantiles Based on Two-Sample Scheme