Moderate Laws of Large Numbers via Weak Laws
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By a $moderate$ $law$ $of$ $large$ $numbers$ we mean any theorem whose conclusion includes the $L^{p}$-vanishment of the sequence of the sample means of some centered random variables with $1 \leq p < +\infty$ given.Given any $1 \leq p < +\infty$ and any $\eps > 0$,we prove a moderate law of large numbers for $L^{p+\eps}$-bounded random variables that obey a weak law.Thus our moderate laws in particular complement those obtained from the martingale theory,and establish the counterintuitive fact that (for$L^{p+\eps}$-bounded random variables) where there is a weak law there is a moderate law.
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2017 ◽
Vol 31
(15)
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pp. 1750117
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2009 ◽
Vol 79
(23)
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pp. 2405-2414
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2003 ◽
Vol 13
(7)
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pp. 557
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2013 ◽
Vol 13
(3)
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pp. 215-223
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1994 ◽
Vol 44
(3-4)
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pp. 141-150
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