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Published in 2017 at "Stochastic Processes and their Applications"
DOI: 10.1016/j.spa.2016.07.008
Abstract: In this paper, we establish the existence of moments and moment estimates for Levy-type processes. We discuss whether the existence of moments is a time dependent distributional property, give sufficient conditions for the existence of…
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Keywords:
estimates moments;
existence estimates;
existence;
type processes ... See more keywords
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Published in 2020 at "Advances in Difference Equations"
DOI: 10.1186/s13662-020-2506-5
Abstract: This paper mainly discusses the asymptotic behaviours on the lasso-type estimators for diffusion-type processes with a small noise. By constructing the objective function on the estimation, in view of convexity argument, it is proved that…
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Keywords:
type processes;
law iterated;
logarithm estimations;
diffusion type ... See more keywords