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math.PR2022★ 1 cited
Almost sure invariance principle of mixing time series in Hilbert space
Jianya Lu, Wei Biao Wu, Zhijie Xiao +1
Inspired by \citet{Berkes14} and \citet{Wu07}, we prove an almost sure invariance principle for stationary mixing stochastic processes defined on Hilbert space. Our result can…
math.PR2020
Central limit theorem and Self-normalized Cramér-type moderate deviation for Euler-Maruyama Scheme
Jianya Lu, Yuzhen Tan, Lihu Xu
We consider a stochastic differential equation and its Euler-Maruyama (EM) scheme, under some appropriate conditions, they both admit a unique invariant measure, denoted by and…