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2020 / June Volume 15 No.2
Limit Theorems for Super-heavy Tailed Random Variables with Truncation: Application to the Super-petersburg Game
Published Date
2020 / June
Title
Limit Theorems for Super-heavy Tailed Random Variables with Truncation: Application to the Super-petersburg Game
Author
Toshio Nakata
Keyword
super-Petersburg game, super-heavy tail, truncation, strong law of large numbers, central limit theorem, logPareto distribution, super-Petersburg game, super-heavy tail, truncation, strong law of large numbers, central limit theorem, logPareto distribution
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Pagination
123-141
Abstract
Motivated by the super-Petersburg game, we consider the super-heavy tailed independent and identically distributed (iid) random variables whose tail are characterized by slow variation. This article explores strong laws of large numbers and central limit theorems for a class of super-heavy tailed random variables with two types of truncations, respectively. We apply our results to the logPareto distributions and the super-Petersburg distributions.
DOI
10.21915/BIMAS.2020202
https://doi.org/10.21915/BIMAS.2020202
AMS Subject
Classification
60G50, 60F15
Received
2020-01-26
Accepted
2020-03-11
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