Abstract

In this paper strong laws of large numbers and laws of the iterated logarithm are proved for bootstrapped sample means and U-statistics of order 2. They are analogous to Marcinkiewicz-Zygmund strong laws and the Hartman-Winner law of the iterated logarithm.

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