共查询到19条相似文献,搜索用时 952 毫秒
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指数分布冷贮备系统产品的统计分析——转换开关指数型的情形 总被引:1,自引:0,他引:1
给出了全样本场合下指数分布冷贮备系统产品寿命分布中参数θ≠λ时的矩估计和极大似然估计,通过Monte-Carlo给出了参数矩估计的精度,考察了1000次满足条件时所需要的模拟次数,随着样本量的增大,矩估计存在的比率逐渐增大,而极大似然估计的结果与样本有关.同时给出了参数θ=λ时的矩估计、极大似然估计和逆矩估计,通过Monte-Carlo模拟考察了参数点估计精度,认为矩估计比较优.文章还给出了求参数区间估计的两种方法——精确方法和近似方法,通过Monte-Carlo模拟认为精确方法精度较高. 相似文献
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当寿命分布为双参数指数分布时,本文给出了定数截尾寿命试验数据缺失场合下参数的Bayes估计.为了计算上的方便,本文还给出了Bayes估计的一种近似计算方法.通过大量的Monte-Carlo数值模拟试验,表明这种方法是可行的. 相似文献
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G. L. Shevlyakov 《Journal of Mathematical Sciences》1997,83(3):434-438
Robust estimation of the correlation coefficient of a bivariate normal distribution is considered in the case of a contamination
scheme. A number of conventional robust estimates are studied, and some new estimates are proposed. Their properties are examined
on finite samples and in asymptotics with the use of Monte-Carlo and the influence functions techniques correspondingly. It
is shown that one of the proposed estimates called a median correlation coefficient has high robustness properties.
Proceedings of the XVII Seminar on Stability Problems for Stochastic Models. Kazan, Russian, 1995, Part II. 相似文献
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Pareto分布环境因子的估计及其应用 总被引:2,自引:0,他引:2
给出了Pareto分布环境因子的定义,讨论了在定数截尾样本下Pareto分布环境因子的极大似然估计和修正极大似然估计,并尝试把环境因子用于可靠性评估中.最后运用Monte Carlo方法对极大似然估计,修正极大似然估计和可靠性指标的均方误差(MSE),进行了模拟比较,结果表明修正极大似然估计优于极大似然估计且考虑环境因子的可靠性评估结果较好. 相似文献
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A new life distribution is proposed, known as ``two-parameter generalized exponential sum distribution". We study the density function and failure rate function, the average failure rate function, the image features and the numerical characteristics of the mean residual life of the distribution. Several methods of calculating point estimation of parameters are discussed. Through the Monte-Carlo simulation, we compare the precision of the point estimations. In our opinion, the best linear unbiased estimation is the most optimal solution of these methods. At the same time, several methods of calculating parameters of interval estimations are given. We also discuss the precision of interval estimations by Monte-Carlo simulation and use the best linear unbiased estimation and the best linear invariant estimation to construct interval estimations which are better than other estimation method. Finally, several simulation examples and a case of maintaining tanks is used to illustrate the application of the methods presented in this paper. 相似文献
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The image features of density function and failure rate function are studied in detail for two-parameter generalized Birnbaum-Saunders Cauchy fatigue life distribution. The logarithmic moment estimation and other two point estimations of parameters are proposed under full sample, and the precisions of point estimations are investigated by Monte-Carlo simulations. The approximate interval estimations of parameters are given by using Taylor expansion, and the precisions of approximate interval estimations are investigated by Monte-Carlo simulations. Finally, several examples show the feasibility of the methods. 相似文献
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本文讨论由Marshall和Olkin引进的二元指数分布(MOBVE分布)的参数估计问题.这个分布关于某个控制测度的密度函数被提出.对于边缘分布相同的情形,本文给出了充分统计量并讨论了它的性质;对两个参数各提出了一个无偏估计并采用协方差改进法分别对其作了改进. 相似文献
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Grace S. Shieh Richard A. Johnson 《Annals of the Institute of Statistical Mathematics》2005,57(4):789-802
There is very little literature concerning modeling the correlation between paired angular observations. We propose a bivariate
model with von Mises marginal distributions. An algorithm for generating bivariate angles from this von Mises distribution
is given. Maximum likelihood estimation is then addressed. We also develop a likelihood ratio test for independence in paired
circular data. Application of the procedures to paired wind directions is illustrated. Employing simulation, using the proposed
model, we compare the power of the likelihood ratio test with six existing tests of independence. 相似文献
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Athanasios Kottas Konstantinos Adamidis Sotirios Loukas 《Annals of the Institute of Statistical Mathematics》1999,51(2):331-344
In this article the most general class of bivariate distributions such that both conditional densities are Pearson Type VII, with fixed shape parameter, is fully characterized. Some of its properties and relations with other distributions are explored. The estimation of parameters is considered by the methods of maximum likelihood and pseudolikelihood and a method for random variate generation is presented along with a simulation experiment. Bivariate and multivariate extensions of the Pearson Type VII conditionals distribution are also discussed. 相似文献
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On the Estimation of a Support Curve of Indeterminate Sharpness 总被引:1,自引:0,他引:1
We propose nonparametric methods for estimating the support curve of a bivariate density, when the density decreases at a rate which might vary along the curve. Attention is focused on cases where the rate of decrease is relatively fast, this being the most difficult setting. It demands the use of a relatively large number of bivariate order statistics. By way of comparison, support curve estimation in the context of slow rates of decrease of the density may be addressed using methods that employ only a relatively small number of order statistics at the extremities of the point cloud. In this paper we suggest a new type of estimator, based on projecting onto an axis those data values lying within a thin rectangular strip. Adaptive univariate methods are then applied to the problem of estimating an endpoint of the distribution on the axis. The new method is shown to have theoretically optimal performance in a range of settings. Its numerical properties are explored in a simulation study. 相似文献