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.
机构:
Hangzhou Normal Univ, Sch Math, Hangzhou, Zhejiang, Peoples R ChinaHangzhou Normal Univ, Sch Math, Hangzhou, Zhejiang, Peoples R China
Lin, Wei
Zhang, Jin E.
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Univ Otago, Otago Business Sch, Dept Accountancy & Finance, Dunedin 9054, New ZealandHangzhou Normal Univ, Sch Math, Hangzhou, Zhejiang, Peoples R China