Donsker’s Invariance Principle Under the Sub-linear Expectation with an Application to Chung’s Law of the Iterated Logarithm

Li-Xin Zhang

Communications in Mathematics and Statistics ›› 2015, Vol. 3 ›› Issue (2) : 187 -214.

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Communications in Mathematics and Statistics ›› 2015, Vol. 3 ›› Issue (2) : 187 -214. DOI: 10.1007/s40304-015-0055-0
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Donsker’s Invariance Principle Under the Sub-linear Expectation with an Application to Chung’s Law of the Iterated Logarithm

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Abstract

We prove a new Donsker’s invariance principle for independent and identically distributed random variables under the sub-linear expectation. As applications, the small deviations and Chung’s law of the iterated logarithm are obtained.

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Sub-linear expectation / Capacity / Central limit theorem / Invariance principle / Chung’s law of the iterated logarithm / Small deviation

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Li-Xin Zhang. Donsker’s Invariance Principle Under the Sub-linear Expectation with an Application to Chung’s Law of the Iterated Logarithm. Communications in Mathematics and Statistics, 2015, 3(2): 187-214 DOI:10.1007/s40304-015-0055-0

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