Mathematical series | Statistical approximations

Edgeworth series

The Gram–Charlier A series (named in honor of Jørgen Pedersen Gram and Carl Charlier), and the Edgeworth series (named in honor of Francis Ysidro Edgeworth) are series that approximate a probability distribution in terms of its cumulants. The series are the same; but, the arrangement of terms (and thus the accuracy of truncating the series) differ. The key idea of these expansions is to write the characteristic function of the distribution whose probability density function f is to be approximated in terms of the characteristic function of a distribution with known and suitable properties, and to recover f through the inverse Fourier transform. (Wikipedia).

Edgeworth series
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Related pages

Differential operator | Edgeworth binomial tree | Jørgen Pedersen Gram | David Cox (statistician) | Gamma distribution | Probability density function | Cumulative distribution function | Polynomial | Central limit theorem | Asymptotic expansion | Approximation error | Cornish–Fisher expansion | Bell polynomials | Francis Ysidro Edgeworth | Probability distribution | Normal distribution | Characteristic function (probability theory) | Series (mathematics) | Fourier transform | Cumulant