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06/29/2023
Quasi-Likelihood Analysis for Student-Lévy Regression
We consider the quasi-likelihood analysis for a linear regression model ...
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03/29/2023
On local likelihood asymptotics for Gaussian mixed-effects model with system noise
The Gaussian mixed-effects model driven by a stationary integrated Ornst...
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09/29/2022
Mixed-effects location-scale model based on generalized hyperbolic distribution
Motivated by better modeling of intra-individual variability in longitud...
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06/07/2022
Transformer-based Personalized Attention Mechanism (PersAM) for Medical Images with Clinical Records
In medical image diagnosis, identifying the attention region, i.e., the ...
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03/08/2022
Gaussian quasi-information criteria for ergodic Lévy driven SDE
We consider relative model comparison for the parametric coefficients of...
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11/03/2021
Noise Inference For Ergodic Lévy Driven SDE
We study inference for the driving Lévy noise of an ergodic stochastic d...
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07/08/2021
Case-based similar image retrieval for weakly annotated large histopathological images of malignant lymphoma using deep metric learning
In the present study, we propose a novel case-based similar image retrie...
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03/29/2021
Estimation of ergodic square-root diffusion under high-frequency sampling
We study the Gaussian quasi-likelihood estimation of the parameter θ:=(α...
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06/08/2020
Optimal stable Ornstein-Uhlenbeck regression
We prove some efficient inference results concerning estimation of a Orn...
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10/23/2019
Analyzing Trade-offs in Reversible Linear and Binary Search Algorithms
Reversible algorithms are algorithms in which each step represents a par...
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07/11/2018
Robust relative error estimation
Relative error estimation has been recently used in regression analysis....
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05/23/2018
Efficient estimation of stable Levy process with symmetric jumps
Efficient estimation of a non-Gaussian stable Levy process with drift an...
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02/12/2018
Estimating Diffusion With Compound Poisson Jumps Based On Self-normalized Residuals
This paper considers parametric estimation problem of the continuous par...
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01/31/2018