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MOMENT-METHOD ESTIMATION BASED ON CENSORED SAMPLE 总被引:1,自引:0,他引:1
NIZhongxin FEIHeliang 《系统科学与复杂性》2005,18(2):254-264
In reliability theory and survival analysis, the problem of point estimation based on the censored sample has been discussed in many literatures. However, most of them are focused on MLE, BLUE etc; little work has been done on the moment-method estimation in censoring case. To make the method of moment estimation systematic and unifiable, in this paper, the moment-method estimators(abbr. MEs) and modified momentmethod estimators(abbr. MMEs) of the parameters based on type Ⅰ and type Ⅱ censored samples are put forward involving mean residual lifetime. The strong consistency and other properties are proved. To be worth mentioning, in the exponential distribution,the proposed moment-method estimators are exactly MLEs. By a simulation study, in the view point of bias and mean square of error, we show that the MEs and MMEs are better than MLEs and the “pseudo complete sample” technique introduced in Whitten et al.(1988). And the superiority of the MEs is especially conspicuous, when the sample is heavily censored. 相似文献
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本文在考虑贴片电流分布的奇异性的基础上,给出了一个新的矩形微带贴片电流密度的模型。应用改进矩量法,只取较少的基函数项的情况下,导出了矩形微带贴片天线输入阻抗的计算公式,并进行了软件实现。结果表明,本文计算结果精度较高,不需修正。 相似文献
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