On convergence of moment generating functions
Mukherjea et al. [Mukherjea, A., Rao, M., Suen, S., 2006. A note on moment generating functions. Statist. Probab. Lett. 76, 1185-1189] proved that if a sequence of moment generating functions Mn(t) converges pointwise to a moment generating function M(t) for all t in some open interval of the real line, not necessarily containing the origin, then the distribution functions Fn (corresponding to Mn) converge weakly to the distribution function F (corresponding to M). In this note, we improve this result and obtain conditions of the convergence which seem to be sharp: Fn converge weakly to F if Mn(tk) converge to M(tk), k=1,2,..., for some sequence {t1,t2,...} having the minimal and the maximal points. A similar result holds for characteristic functions.
Year of publication: |
2011
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Authors: | Ushakov, N.G. ; Ushakov, V.G. |
Published in: |
Statistics & Probability Letters. - Elsevier, ISSN 0167-7152. - Vol. 81.2011, 4, p. 502-505
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Publisher: |
Elsevier |
Subject: | Moment generating function Weak convergence |
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