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不平衡单因素随机模型在职业接触评价中的应用
引用本文:李新民. 不平衡单因素随机模型在职业接触评价中的应用[J]. 应用概率统计, 2009, 25(5): 475-484
作者姓名:李新民
作者单位:山东理工大学理学院应用数学研究所,淄博,255049
基金项目:国家自然科学基金,Shandong University of Technology
摘    要:在职业接触评价中,单因素随机模型可用于评价工人接触均值超过职业接触限值的概率.当数据不平衡时, 本文利用广义推断研究了关于此概率的假设检验,并对此方法与已有方法进行了模拟对比研究. 模拟结果表明,本文所给方法优于已有方法, 特别是在数据极不平衡时效果更优.

关 键 词:广义$p$值    随机变量  职业接触限值.

Assessing Occupational Exposure Via the UnbalancedOne-Way Random Models
LI XINMIN. Assessing Occupational Exposure Via the UnbalancedOne-Way Random Models[J]. Chinese Journal of Applied Probability and Statisties, 2009, 25(5): 475-484
Authors:LI XINMIN
Affiliation:Institute of Applied Mathematics, ,School of Science,,Shandong University of Technology
Abstract:A unbalanced one-way random model is consideredfor assessing the proportion of workers whose mean exposure exceedthe occupational exposure limit (OEL) based on exposure measurementsto the worker. Hypothesis testing for the relevant parameter ofinterest is proposed when the exposure data are unbalanced. Themethod is based on the generalize inference. A simulation study isconducted to compare it with that of Krishnamoorthy and Guo (2005).Simulation results suggest that the proposed method appears to bebetter, especially in very unbalanced design.
Keywords:Generalized p-value  power  random effect  occupational exposure limit
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