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A New Statistical Tool: Scalar Score Function

A New Statistical Tool: Scalar Score Function
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摘要 The basic inference function of mathematical statistics, the score function, is a vector function. The author has introduced the scalar score, a scalar inference function, which reflects main features of a continuous probability distribution and which is simple. Its simplicity makes it possible to introduce new relevant numerical characteristics of continuous distributions. The t-mean and score variance are descriptions of distributions without the drawbacks of the mean and variance, which may not exist even in cases of regular distributions. Their sample counterparts appear to be alternative descriptions of the observed data. The scalar score itself appears to be a new mathematical tool, which could be used in solving traditional statistical problems for models far from the normal one, skewed and heavy-tailed.
作者 Zdenek Fabian
出处 《Computer Technology and Application》 2011年第2期109-116,共8页 计算机技术与应用(英文版)
关键词 STATISTICS inference function data characteristics point estimates heavy tails. 分布分数 统计工具 标量 数字特征 数理统计 评价函数 向量函数 概率分布
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