Title of article
Nonparametric estimators for varextropy under alpha-mixing condition with appliction in exponential AR(1) model
Author/Authors
Zamini ، Raheleh Department of Mathematics - Faculty of Mathematical Sciences and Computer - Kharazmi University , Goodarzi ، Faranak Department of Statistics - Faculty of Mathematical Sciences - University of Kashan , Salimi ، Mohamad Department of Mathematics - Faculty of Mathematical Sciences and Computer - Kharazmi University
From page
45
To page
61
Abstract
The goal of this paper is to study the problem of estimation of varextropy function under alpha-mixing dependence condition. We propose nonparametric estimators for varextropy, residual varextropy and past varextropy. Asymptotic properties of the proposed estimators are investigated under regularity conditions. Moreover, the comparison of the proposed estimators for varextropy in terms of the bias and mean squared error has been done by Monte Carlo method. Furthermore, a real data example is presented.
Keywords
Asymptotic properties , Strong mixing , Varextropy function , Kernel estimator , Simulation
Journal title
Journal of Mahani Mathematical Research Center
Journal title
Journal of Mahani Mathematical Research Center
Record number
2768951
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