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Nonparametric Estimation of Trend for Stochastic Processes Driven by G-Brownian Motion with Small Noise.

Authors :
Zhang, Xuekang
Deng, Shounian
Fei, Weiyin
Source :
Methodology & Computing in Applied Probability; Jun2023, Vol. 25 Issue 2, p1-14, 14p
Publication Year :
2023

Abstract

The present paper deals with the problem of nonparametric estimation of the trend for stochastic processes driven by G-Brownian motion with small noise. The consistency, the bound on the rate of convergence, and the asymptotic distribution of the nonparametric estimator are studied. Finally, a numerical example is given to verify our theoretical results. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
13875841
Volume :
25
Issue :
2
Database :
Complementary Index
Journal :
Methodology & Computing in Applied Probability
Publication Type :
Academic Journal
Accession number :
164237869
Full Text :
https://doi.org/10.1007/s11009-023-10045-y