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arxiv 1307.5990 v1 pith:2AITCPWS submitted 2013-07-23 math.ST stat.TH

Properties and numerical evaluation of the Rosenblatt distribution

classification math.ST stat.TH
keywords distributionrosenblattexpansionpropertiescoefficientscumulantsderiveallows
verification ladder T0 review T1 audit T2 compute T3 formal T4 reserved
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This paper studies various distributional properties of the Rosenblatt distribution. We begin by describing a technique for computing the cumulants. We then study the expansion of the Rosenblatt distribution in terms of shifted chi-squared distributions. We derive the coefficients of this expansion and use these to obtain the L\'{e}vy-Khintchine formula and derive asymptotic properties of the L\'{e}vy measure. This allows us to compute the cumulants, moments, coefficients in the chi-square expansion and the density and cumulative distribution functions of the Rosenblatt distribution with a high degree of precision. Tables are provided and software written to implement the methods described here is freely available by request from the authors.

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