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01/05/2023
Least absolute deviation estimation for AR(1) processes with roots close to unity
We establish the asymptotic theory of least absolute deviation estimator...
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11/17/2022
On the integrated mean squared error of wavelet density estimation for linear processes
Let {X_n: n∈} be a linear process with density function f(x)∈ L^2(). We ...
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07/17/2022
Nonparametric regression with modified ReLU networks
We consider regression estimation with modified ReLU neural networks in ...
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01/29/2021
A Statistician Teaches Deep Learning
Deep learning (DL) has gained much attention and become increasingly pop...
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01/12/2021
Variable bandwidth kernel regression estimation
In this paper we propose a variable bandwidth kernel regression estimato...
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09/08/2020
Shannon entropy estimation for linear processes
In this paper, we estimate the Shannon entropy S(f) = -[ log (f(x))] of ...
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02/07/2019
Cramér Type Moderate Deviations for Random Fields
We study the Cramér type moderate deviation for partial sums of random f...
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12/27/2018
On mutual information estimation for mixed-pair random variables
We study the mutual information estimation for mixed-pair random variabl...
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02/18/2018
A rank-based Cramér-von-Mises-type test for two samples
We study a rank based univariate two-sample distribution-free test. The ...
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12/02/2017