共查询到18条相似文献,搜索用时 468 毫秒
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本文研究缺失偏t正态数据下线性回归模型的参数估计问题,针对缺失偏t正态数据,为使样本分布更加接近真实分布,改善模型的回归系数、尺度参数、偏度参数和自由度参数的估计效果,提高参数估计的稳定性,提出一种适合缺失偏t正态数据下线性回归模型的修正随机回归插补方法.通过随机模拟和实例研究,同随机回归插补,多重随机回归插补方法比较,结果表明所提出的修正随机回归插补方法是有效可行的. 相似文献
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讨论了多元t分布一致渐进正态性的条件,利用不等式法估计了二者之间的Kullback-Leibler距离,给出了Kullback-Leibler距离表达式,最后对多元t分布一致渐进正态性进行了模拟验证. 相似文献
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带有误差变量的偏度和峰度正态性检验 总被引:3,自引:0,他引:3
考虑带有误差变量偏度和峰度正态性检验问题 ,提出了新的偏度和峰度正态性检验统计量 ,证明了在零假设时 ,所提出的偏度和峰度检验统计量具有渐近正态的优良性质 相似文献
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基于渐近正态随机变量,导出随机变量函数极限分布的两个一般性理论结果.作为应用,证明了渐近正态随机变量一系列具体函数的极限分布,其中包括泊松随机变量平方根的渐近正态性,以及随机变量部分和在正则化常数是随机变量情况下的渐近正态性. 相似文献
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If g and G are the pdf and the cdf of a distribution symmetric around 0 then the pdf 2g(u)G(λ
u) is said to define a skew distribution. In this paper, we provide a mathematical treatment of the skew distributions when
g and G are taken to come from one of Pearson type II, Pearson type VII or the generalized t distribution.
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Kwong Hok Shing Nadarajah Saralees 《Methodology and Computing in Applied Probability》2022,24(3):1669-1691
Methodology and Computing in Applied Probability - A new robust class of multivariate skew distributions is introduced. Practical aspects such as parameter estimation method of the proposed class... 相似文献
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Truncated versions of the bivariate generalized Pareto, bivariate inverted dirichlet and the bivariate Pearson type VII distributions
are introduced. Unlike the un-truncated versions, these possess finite moments of all orders and could therefore be better
models for certain practical situations. Explicit expressions for the moments are derived for each of the truncated distribution. 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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本文给出一般形式下斜正态随机向量及其平方型的矩公式. 作为应用, 计算出了斜正态随机向量的多元偏度和峰度. 相似文献
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This paper considers a new approach to develop a very general class of skew multivariate distributions. The approach is based on a linear combination of an elliptically distributed random variable with a linear constraint. Using this approach two different classes of multivariate distributions are constructed based on original distribution. These new classes include different types of skew normal (type A and type B) and other skew elliptical distributions, exist in the literature. We also derive the moment generating function, marginal and conditional density of our proposed classes of distributions. Straightforward explanations are applied to demonstrate the relationships among previous approaches by others with our proposed class of skew distributions. 相似文献
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Following the recent paper by Gupta et al. [8], skew pdfs of the form are generated, where the pdf and the cdf are taken to be different and to come from normal, Student's , Cauchy, Laplace, logistic or the uniform distribution. The properties of the resulting distributions are studied. In particular, expressions for the th moment and the characteristic function are derived. Graphical illustrations are also provided. 相似文献
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Upper bounds for the total variation distance between two arbitrary multivariate distributions are obtained in terms of the correspondingw-functions. The results extend some previous inequalities satisfied by the normal distribution. Some examples are also given. 相似文献