Moderate Deviation Principle for Linear Processes Generated by Dependent Sequences under Sub-Linear Expectation

We are interested in the linear processes generated by dependent sequences under sub-linear expectation. Using the Beveridge–Nelson decomposition of linear processes and the inequalities, the moderate deviation principle for linear processes produced by an m-dependent sequence is established. We als...

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Veröffentlicht in:Axioms 2023-08, Vol.12 (8), p.781
Hauptverfasser: Sun, Peiyu, Wang, Dehui, Ding, Xue, Tan, Xili, Zhang, Yong
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Sprache:eng
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Zusammenfassung:We are interested in the linear processes generated by dependent sequences under sub-linear expectation. Using the Beveridge–Nelson decomposition of linear processes and the inequalities, the moderate deviation principle for linear processes produced by an m-dependent sequence is established. We also prove the upper bound of the moderate deviation principle for linear processes produced by negatively dependent sequences via different methods from m-dependent sequences. These conclusions promote and improve the corresponding results from the traditional probability space to the sub-linear expectation space.
ISSN:2075-1680
2075-1680
DOI:10.3390/axioms12080781