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2005 / March Volume 32 No.1
Exact laws for randomly selected order statistics
Published Date
2005 / March
Title
Exact laws for randomly selected order statistics
Author
André Adler
Keyword
Strong law of large numbers, weak law of large numbers, exact laws, slow variation
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Pagination
1-19
Abstract
Let $\{ X, X_{nj} , 1 \le j \le m, n \ge 1 \}$ be i.i.d. random variables with a generalized Pareto distribution where $EX = \infty$. We randomly select one of our order statistics from $\{ X_{n(1)} , \ldots , X_{n(m)} \}$ with a predetermined set of probabilities. Calling that new random variable $Y_n$ we explore whether or not we can obtain constants an and $b_N$ so that $\sum_{n=1}^N a_nY_n / b_n$ converges in some sense to a nonzero constant, thus creating an Exact Law of Large Numbers.
AMS Subject
Classification
60F15, 60F05
Received
2003-11-27
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