A law of the iterated logarithm for distributions in the generalized domain of attraction of a nondegenerate Gaussian law |
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Authors: | Daniel Charles Weiner |
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Institution: | (1) Department of Mathematics and Statistics, University of Nebraska, 68588-0323 Lincoln, NE, USA |
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Abstract: | Summary When operators T
n exist such that for sums S
n
of n i.i.d. copies of a finite-dimensional random vector X we have T
n
S
n
is shift-convergent in distribution to a standard Gaussian law, a necessary and sufficient condition on the distribution of X is given for the appropriate law of the iterated logarithm using the operators T
n
to hold. Our result extends certain well-known real line L.I.L.'s; it utilizes a necessary and sufficient condition due to Hahn and Klass for T
n
to exist giving a Gaussian limit law, and employs a second moment technique due to Kuelbs and Zinn. |
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Keywords: | |
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