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عنوان
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On the distribution-free confidence intervals and universal bounds for quantiles based on joint records
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نوع پژوهش
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مقاله چاپشده در مجلات علمی
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کلیدواژهها
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Confidence intervals, Coverage probability, Joint records, Quantiles, Universal bounds
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چکیده
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In this paper, we consider three distribution-free confidence intervals for quantiles given joint records from two independent sequences of continuous random variables with a common continuous distribution function. The coverage probabilities of these intervals are compared. We then compute the universal bounds of the expected widths of the proposed confidence intervals. These results naturally extend to any number of independent sequences instead of just two. Finally, the proposed confidence intervals are applied for a real data set to illustrate the practical usefulness of the procedures developed here.
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پژوهشگران
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رضا عربی بلاغی (نفر اول)، مهری نوری اصل سیدلر (نفر دوم)، حسین بیورانی (Hossein Bevrani) (نفر سوم)، ویلیام والترمن (نفر چهارم)، نارایاناسوامی بالاکریشنان (نفر پنجم)
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