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Homogeneity tests of covariance for high‐dimensional functional data with applications to event segmentation

Biometrics, 2023-12, Vol.79 (4), p.3332-3344

Zhong, Ping‐Shou

2023

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Unified empirical likelihood ratio tests for functional concurrent linear models and the phase transition from sparse to dense functional data

Journal of the Royal Statistical Society. Series B, Statistical methodology, 2018-03, Vol.80 (2), p.343-364

2018

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Multivariate analysis of variance and change points estimation for high‐dimensional longitudinal data

Scandinavian journal of statistics, 2021-06, Vol.48 (2), p.375-405

2021

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Homogeneity tests of covariance matrices with high-dimensional longitudinal data

Biometrika, 2019-09, Vol.106 (3), p.619-634

2019

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On uncertainty estimation in functional linear mixed models

Canadian journal of statistics, 2021-09, Vol.49 (3), p.771-792

2021

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An optimal kernel‐based U‐statistic method for quantitative gene‐set association analysis

Genetic epidemiology, 2019-03, Vol.43 (2), p.137-149

2019

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Additive varying-coefficient model for nonlinear gene-environment interactions

Statistical applications in genetics and molecular biology, 2018-02, Vol.17 (2), p.727

2018

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High‐dimensional precision matrix estimation with a known graphical structure

Stat (International Statistical Institute), 2022-12, Vol.11 (1), p.n/a

2022

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Order-Restricted Inference for Means with Missing Values

Biometrics, 2017-09, Vol.73 (3), p.972-980

2017

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Functional Mixed Effects Model for Small Area Estimation

Scandinavian journal of statistics, 2016-09, Vol.43 (3), p.886-903

2016

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Tests for High-Dimensional Regression Coefficients With Factorial Designs

Journal of the American Statistical Association, 2011-03, Vol.106 (493), p.260-274

2011

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Tests for Coefficients in High-dimensional Additive Hazard Models

Scandinavian journal of statistics, 2015-09, Vol.42 (3), p.649-664

2015

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Asymptotic independence of spiked eigenvalues and linear spectral statistics for large sample covariance matrices

The Annals of statistics, 2022-08, Vol.50 (4), p.2205

2022

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TWO-SAMPLE AND ANOVA TESTS FOR HIGH DIMENSIONAL MEANS

The Annals of statistics, 2019-06, Vol.47 (3), p.1443-1474

2019

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Tests for High-Dimensional Covariance Matrices

Journal of the American Statistical Association, 2010-06, Vol.105 (490), p.810-819

2010

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Statistical dissection of cyto-nuclear epistasis subject to genomic imprinting in line crosses

PloS one, 2014-03, Vol.9 (3), p.e91702-e91702

2014

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Unified Tests for Nonparametric Functions in RKHS With Kernel Selection and Regularization

Statistica Sinica, 2023-04

2023

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JOINT TEST OF PARAMETRIC AND NONPARAMETRIC EFFECTS IN PARTIAL LINEAR MODELS FOR GENE-ENVIRONMENT INTERACTION

Statistica Sinica, 2020-01, Vol.30 (1), p.325-346

2020

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TESTS ALTERNATIVE TO HIGHER CRITICISM FOR HIGH-DIMENSIONAL MEANS UNDER SPARSITY AND COLUMN-WISE DEPENDENCE

The Annals of statistics, 2013-12, Vol.41 (6), p.2820-2851

2013

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A RATE OPTIMAL PROCEDURE FOR RECOVERING SPARSE DIFFERENCES BETWEEN HIGH-DIMENSIONAL MEANS UNDER DEPENDENCE

The Annals of statistics, 2017-04, Vol.45 (2), p.557-590

2017

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Characterization of breast lesions using multi-parametric diffusion MRI and machine learning

Physics in medicine & biology, 2023-04, Vol.68 (8), p.85006

2023

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EMPIRICAL LIKELIHOOD RATIO TESTS FOR COEFFICIENTS IN HIGH-DIMENSIONAL HETEROSCEDASTIC LINEAR MODELS

Statistica Sinica, 2018-10, Vol.28 (4), p.2409-2433

2018

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Testing a single regression coefficient in high dimensional linear models

Journal of econometrics, 2016-11, Vol.195 (1), p.154-168

2016

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Detecting Variance Change-Points for Blocked Time Series and Dependent Panel Data

Journal of business & economic statistics, 2016-04, Vol.34 (2), p.213-226

2016

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TESTS FOR COVARIANCE STRUCTURES WITH HIGH-DIMENSIONAL REPEATED MEASUREMENTS

The Annals of statistics, 2017-06, Vol.45 (3), p.1185-1213

2017

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Homogeneity tests of covariance for high‐dimensional functional data with applications to event segmentation

Unified empirical likelihood ratio tests for functional concurrent linear models and the phase transition from sparse to dense functional data

Multivariate analysis of variance and change points estimation for high‐dimensional longitudinal data

Homogeneity tests of covariance matrices with high-dimensional longitudinal data

On uncertainty estimation in functional linear mixed models

An optimal kernel‐based U‐statistic method for quantitative gene‐set association analysis

Additive varying-coefficient model for nonlinear gene-environment interactions

High‐dimensional precision matrix estimation with a known graphical structure

Order-Restricted Inference for Means with Missing Values

Functional Mixed Effects Model for Small Area Estimation

Tests for High-Dimensional Regression Coefficients With Factorial Designs

Tests for Coefficients in High-dimensional Additive Hazard Models

Asymptotic independence of spiked eigenvalues and linear spectral statistics for large sample covariance matrices

TWO-SAMPLE AND ANOVA TESTS FOR HIGH DIMENSIONAL MEANS

Tests for High-Dimensional Covariance Matrices

Statistical dissection of cyto-nuclear epistasis subject to genomic imprinting in line crosses

Unified Tests for Nonparametric Functions in RKHS With Kernel Selection and Regularization

JOINT TEST OF PARAMETRIC AND NONPARAMETRIC EFFECTS IN PARTIAL LINEAR MODELS FOR GENE-ENVIRONMENT INTERACTION

TESTS ALTERNATIVE TO HIGHER CRITICISM FOR HIGH-DIMENSIONAL MEANS UNDER SPARSITY AND COLUMN-WISE DEPENDENCE

A RATE OPTIMAL PROCEDURE FOR RECOVERING SPARSE DIFFERENCES BETWEEN HIGH-DIMENSIONAL MEANS UNDER DEPENDENCE

Characterization of breast lesions using multi-parametric diffusion MRI and machine learning

EMPIRICAL LIKELIHOOD RATIO TESTS FOR COEFFICIENTS IN HIGH-DIMENSIONAL HETEROSCEDASTIC LINEAR MODELS

Testing a single regression coefficient in high dimensional linear models

Detecting Variance Change-Points for Blocked Time Series and Dependent Panel Data

TESTS FOR COVARIANCE STRUCTURES WITH HIGH-DIMENSIONAL REPEATED MEASUREMENTS

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