Karamata's Characterization Theorem, Feller, and Regular Variation in Probability Theory
Publications de l'Institut Mathématique, _N_S_71 (2002) no. 85, p. 79
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Karamata's Characterization Theorem provided the impetus for
Feller's (1966) exposition of the theory of regularly varying functions
within a probability theory context. We investigate the conditions
under which this theorem holds, and indicate manifestations in the
identification of the spectral functions of the stable laws. Regular
variation of a distribution function occurred implicitly as a necessary
and sufficient condition for convergence in the 1930's, in the
probabilistic work of P. Lévy, Khinchin, and Feller; and more
transparently in that of Gnedenko and of Doeblin. Explicit recognition
of the relevance of the concept in probability was interrupted by World
War 2. A final section of this paper traces the evolution of Feller's
name and early mathematical career from his Balkan origins, with a view
to illuminating his recognition of the relevance of regular variation
and his connection with Karamata.
DOI :
10.2298/PIM0271079S
Classification :
26A12 60F05 01A60 60-03
Keywords: characterization, boundedness on finite intervals, regularly varying functions, limit theorems in probability theory, necessary and sufficient conditions, central limit problem, history and biography
Keywords: characterization, boundedness on finite intervals, regularly varying functions, limit theorems in probability theory, necessary and sufficient conditions, central limit problem, history and biography
@article{10_2298_PIM0271079S,
author = {E. Seneta},
title = {Karamata's {Characterization} {Theorem,} {Feller,} and {Regular} {Variation} in {Probability} {Theory}},
journal = {Publications de l'Institut Math\'ematique},
pages = {79 },
publisher = {mathdoc},
volume = {_N_S_71},
number = {85},
year = {2002},
doi = {10.2298/PIM0271079S},
zbl = {1088.60008},
language = {en},
url = {http://geodesic.mathdoc.fr/articles/10.2298/PIM0271079S/}
}
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E. Seneta. Karamata's Characterization Theorem, Feller, and Regular Variation in Probability Theory. Publications de l'Institut Mathématique, _N_S_71 (2002) no. 85, p. 79 . doi: 10.2298/PIM0271079S
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