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stochastic dea with using of skew-normal distribution in error structure
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نویسنده
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nazari a. ,behzadi m.h.
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منبع
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پژوهش هاي نوين در رياضي - 2015 - دوره : 1 - شماره : 1 - صفحه:67 -76
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چکیده
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The stochastic data envelopment analysis (sdea) was developed considering the value of inputs and outputs as random variables. therefore, statistical distributions play an important role in this regard. the skew-normal (sn) distribution is a family of probability density functions that is frequently used in practical situations. in this paper, we assume that the input and output variables are skew-normally distributed. with introducing asymmetric error structure for random variables of sn distribution, a stochastic bcc model is provided. the proposed model includes bcc model assuming a normal distribution of data as well. finally, the proposed model is used in a numerical example.
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کلیدواژه
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data envelopment analysis ,efficiency ,skew-normal distribution ,error structur
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آدرس
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islamic azad university, science and research branch, department of statistics, ایران, islamic azad university, science and research branch, department of statistics, ایران
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پست الکترونیکی
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behzadi@srbiau.ac.ir
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Authors
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