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estimation of the hazard rate function in the presence of measurement errors
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نویسنده
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nasiri parviz ,kheirazar roghaieh ,rasouli abbas ,shadrokh ali
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منبع
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journal of mathematics and modeling in finance - 2023 - دوره : 3 - شماره : 1 - صفحه:49 -66
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چکیده
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In this article, according to the importance of the hazard rate function criterion in the evaluation of statistical distributions, its estimation methods are presented. here, we suggest estimators for the hazard rate function. first, we use the standard deconvolution kernel density estimator and suggest a plug-in estimator. in the following we investigate asymptotic behavior of our estimator. for another estimator, we construct the new estimation the hazard rate function according plug-in and cdf. finally, we consider the performance of the suggested estimators by simulation.
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کلیدواژه
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hazard rate function ,additive measurement errors ,standard deconvolution kernel density estimator ,mean square error ,local polynomial estimator
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آدرس
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university of payame noor university, iran, university of payame noor university, iran, university of zanjan, faculty of sciences, department of statistics, iran, university of payame noor university, iran
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پست الکترونیکی
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ali_shadrokh@yahoo.com
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Authors
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