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Multithreshold change plane model: Estimation theory and applications in subgroup identification

Statistics in medicine, 2021-07, Vol.40 (15), p.3440-3459

2021

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Outlier Detection via a Block Diagonal Product Estimator

Journal of systems science and complexity, 2022-10, Vol.35 (5), p.1929-1943

2022

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Bayesian inference of clustering and multiple Gaussian graphical models selection

Journal of the Korean Statistical Society, 2022, 51(2), , pp.422-440

2022

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Change-Point Detection in a High-Dimensional Multinomial Sequence Based on Mutual Information

Entropy (Basel, Switzerland), 2023-02, Vol.25 (2), p.355

2023

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Robust Two-Stage Estimation in General Spatial Dynamic Panel Data Models

Journal of systems science and complexity, 2023-12, Vol.36 (6), p.2580-2604

2023

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Pairwise Fusion Approach Incorporating Prior Constraint Information

Communications in mathematics and statistics, 2020-03, Vol.8 (1), p.47-62

2020

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A study of the attenuation stage of a global infectious disease

Frontiers in public health, 2024, Vol.12, p.1379481-1379481

2024

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Evaluation of the Canadian government policies on controlling the COVID-19 outbreaks

Statistical theory and related fields, 2023-07, Vol.ahead-of-print (ahead-of-print), p.1-12

2023

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MULTI-THRESHOLD ACCELERATED FAILURE TIME MODEL

The Annals of statistics, 2018-12, Vol.46 (6A), p.2657-2682

2018

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On high-dimensional change point problem

Science China. Mathematics, 2016-12, Vol.59 (12), p.2355-2378

2016

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Detection of Changes in Ground-Level Ozone Concentrations via Entropy

Entropy (Basel, Switzerland), 2015-05, Vol.17 (5), p.2749-2763

2015

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Estimator of a change point in single index models

Science China. Mathematics, 2014-08, Vol.57 (8), p.1701-1712

2014

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Estimation and model selection in general spatial dynamic panel data models

Proceedings of the National Academy of Sciences - PNAS, 2020-03, Vol.117 (10), p.5235-5241

2020

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Construction of ϕp-optimal exact designs with minimum experimental run size for a linear log contrast model in mixture experiments

Biometrika, 2011-09, Vol.98 (3), p.741-747

2011

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SELECTING AN ADAPTIVE SEQUENCE FOR COMPUTING RECURSIVE M-ESTIMATORS IN MULTIVARIATE LINEAR REGRESSION MODELS

Journal of systems science and complexity, 2013-08, Vol.26 (4), p.583-594

2013

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Limiting spectral distribution of large-dimensional sample covariance matrices generated by VARMA

Journal of multivariate analysis, 2009-10, Vol.100 (9), p.2112-2125

2009

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Multi-threshold Change Plane Model: Estimation Theory and Applications in Subgroup Identification

Statistics in medicine, 2021-04, Vol.40 (15), p.3440-3459

2021

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Incorporating grouping information into Bayesian Gaussian graphical model selection

Communications in statistics. Theory and methods, 2023-11, Vol.52 (22), p.7966-7983

2023

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On Spatio-Temporal Model with Diverging Number of Thresholds and its Applications in Housing Market

Communications in mathematics and statistics, 2023-07

2023

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Consistent two-stage multiple change-point detection in linear models

Canadian journal of statistics, 2016-06, Vol.44 (2), p.161-179

2016

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On limit theorem for the eigenvalues of product of two random matrices

Journal of multivariate analysis, 2007, Vol.98 (1), p.76-101

2007

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Comparing ratios of the mean to a power of variance in two samples via self-normalized test statistics

Communications in statistics. Theory and methods, 2020-06, Vol.49 (11), p.2787-2799

2020

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Consistent tuning parameter selection in high-dimensional group-penalized regression

Science China. Mathematics, 2019-04, Vol.62 (4), p.751-770

2019

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A novel and fast methodology for simultaneous multiple structural break estimation and variable selection for nonstationary time series models

Statistics and computing, 2013-03, Vol.23 (2), p.221-231

2013

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Central limit theorem of random quadratics forms involving random matrices

Statistics & probability letters, 2008-04, Vol.78 (6), p.804-809

2008

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Multithreshold change plane model: Estimation theory and applications in subgroup identification

Outlier Detection via a Block Diagonal Product Estimator

Bayesian inference of clustering and multiple Gaussian graphical models selection

Change-Point Detection in a High-Dimensional Multinomial Sequence Based on Mutual Information

Robust Two-Stage Estimation in General Spatial Dynamic Panel Data Models

Pairwise Fusion Approach Incorporating Prior Constraint Information

A study of the attenuation stage of a global infectious disease

Evaluation of the Canadian government policies on controlling the COVID-19 outbreaks

MULTI-THRESHOLD ACCELERATED FAILURE TIME MODEL

On high-dimensional change point problem

Detection of Changes in Ground-Level Ozone Concentrations via Entropy

Estimator of a change point in single index models

Estimation and model selection in general spatial dynamic panel data models

Construction of ϕp-optimal exact designs with minimum experimental run size for a linear log contrast model in mixture experiments

SELECTING AN ADAPTIVE SEQUENCE FOR COMPUTING RECURSIVE M-ESTIMATORS IN MULTIVARIATE LINEAR REGRESSION MODELS

Limiting spectral distribution of large-dimensional sample covariance matrices generated by VARMA

Multi-threshold Change Plane Model: Estimation Theory and Applications in Subgroup Identification

Incorporating grouping information into Bayesian Gaussian graphical model selection

On Spatio-Temporal Model with Diverging Number of Thresholds and its Applications in Housing Market

Consistent two-stage multiple change-point detection in linear models

On limit theorem for the eigenvalues of product of two random matrices

Comparing ratios of the mean to a power of variance in two samples via self-normalized test statistics

Consistent tuning parameter selection in high-dimensional group-penalized regression

A novel and fast methodology for simultaneous multiple structural break estimation and variable selection for nonstationary time series models

Central limit theorem of random quadratics forms involving random matrices

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