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Positive-part moments via the characteristic functions, and more general expressions

Abstract

A unifying and generalizing approach to representations of the positive-part and absolute moments EX+p\mathsf{E} X_+^p and EXp\mathsf{E}|X|^p of a random variable XX for real pp in terms of the characteristic function (c.f.) of XX, as well as to related representations of the c.f.\ of X+X_+, generalized moments EX+peiuX\mathsf{E} X_+^p e^{iuX}, truncated moments, and the distribution function is provided. Existing and new representations of these kinds are all shown to stem from a single basic representation. Computational aspects of these representations are addressed.

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