The early history of the cumulants and the Gram-Charlier series

被引:27
|
作者
Hald, A [1 ]
机构
[1] Univ Copenhagen, Dept Theoret Stat, DK-2100 Copenhagen O, Denmark
关键词
Bessel; Bienayme; central limit theorem; Chebyshev; cumulants; Gram; Gram-Charlier series; halfinvariants; Hausdorff; hermite; Laplace; least squares; moments; orthogonal polynomials; Poisson; Thiele;
D O I
10.1111/j.1751-5823.2000.tb00318.x
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
The early history of the Gram-Charlier series is discussed from three points of view: (1) a generalization of Laplace's central limit theorem, (2) a least squares approximation to a continuous function by means of Chebyshev-Hermite polynomials, (3) a generalization of Gauss's normal distribution to a system of skew distributions, Thiele defined the cumulants in terms of the moments, first by a recursion formula and later by an expansion of the logarithm of the moment generating function. He devised a differential operator which adjusts any cumulant to a desired value, His little known 1899 paper in Danish on the properties of the cumulants is translated into English in the Appendix.
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页码:137 / 153
页数:17
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