Linear hypothesis testing in high-dimensional one-way MANOVA

Journal of Multivariate Analysis ◽

10.1016/j.jmva.2017.01.002 ◽

2017 ◽

Vol 155 ◽

pp. 200-216 ◽

Author(s):

Jin-Ting Zhang ◽

Jia Guo ◽

Bu Zhou

Keyword(s):

Hypothesis Testing ◽

High Dimensional ◽

Linear Hypothesis

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Linear hypothesis testing in high-dimensional heteroscedastic one-way MANOVA: A normal reference L2-norm based test

Journal of Multivariate Analysis ◽

10.1016/j.jmva.2021.104816 ◽

2021 ◽

pp. 104816

Author(s):

Jin-Ting Zhang ◽

Bu Zhou ◽

Jia Guo

Keyword(s):

Hypothesis Testing ◽

High Dimensional ◽

Linear Hypothesis ◽

Normal Reference ◽

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Linear hypothesis testing in high-dimensional one-way MANOVA: a new normal reference approach

Computational Statistics ◽

10.1007/s00180-021-01110-6 ◽

2021 ◽

Author(s):

Tianming Zhu ◽

Jin-Ting Zhang

Keyword(s):

Hypothesis Testing ◽

High Dimensional ◽

Linear Hypothesis ◽

Normal Reference

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High-dimensional general linear hypothesis testing under heteroscedasticity

Journal of Statistical Planning and Inference ◽

10.1016/j.jspi.2017.03.005 ◽

2017 ◽

Vol 188 ◽

pp. 36-54

Author(s):

Bu Zhou ◽

Jia Guo ◽

Jin-Ting Zhang

Keyword(s):

Hypothesis Testing ◽

General Linear ◽

High Dimensional ◽

Linear Hypothesis ◽

General Linear Hypothesis

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A new normal reference test for linear hypothesis testing in high-dimensional heteroscedastic one-way MANOVA

Computational Statistics & Data Analysis ◽

10.1016/j.csda.2021.107385 ◽

2021 ◽

pp. 107385

Author(s):

Jin-Ting Zhang ◽

Tianming Zhu

Keyword(s):

Hypothesis Testing ◽

High Dimensional ◽

Linear Hypothesis ◽

Reference Test ◽

Normal Reference

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Linear hypothesis testing for high dimensional generalized linear models

The Annals of Statistics ◽

10.1214/18-aos1761 ◽

2019 ◽

Vol 47 (5) ◽

pp. 2671-2703

Author(s):

Chengchun Shi ◽

Rui Song ◽

Zhao Chen ◽

Runze Li

Keyword(s):

Hypothesis Testing ◽

Generalized Linear Models ◽

Linear Models ◽

High Dimensional ◽

Linear Hypothesis

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Linear Hypothesis Testing in Linear Models with High Dimensional Responses

Journal of the American Statistical Association ◽

10.1080/01621459.2021.1884561 ◽

2021 ◽

pp. 1-37

Author(s):

Changcheng Li ◽

Runze Li

Keyword(s):

Hypothesis Testing ◽

Linear Models ◽

High Dimensional ◽

Linear Hypothesis

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Linear Hypothesis Testing in Dense High-Dimensional Linear Models

Journal of the American Statistical Association ◽

10.1080/01621459.2017.1356319 ◽

2018 ◽

Vol 113 (524) ◽

pp. 1583-1600 ◽

Author(s):

Yinchu Zhu ◽

Jelena Bradic

Keyword(s):

Hypothesis Testing ◽

Linear Models ◽

High Dimensional ◽

Linear Hypothesis

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Shrinkage Estimation of Effect Sizes as an Alternative to Hypothesis Testing Followed by Estimation in High-Dimensional Biology: Applications to Differential Gene Expression

Statistical Applications in Genetics and Molecular Biology ◽

10.2202/1544-6115.1504 ◽

2010 ◽

Vol 9 (1) ◽

Author(s):

Zahra Montazeri ◽

Corey M. Yanofsky ◽

David R. Bickel

Keyword(s):

Gene Expression ◽

Hypothesis Testing ◽

Differential Gene Expression ◽

Effect Sizes ◽

High Dimensional ◽

Shrinkage Estimation ◽

Differential Gene

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Linear Hypothesis Testing With Functional Data

Technometrics ◽

10.1080/00401706.2018.1456976 ◽

2018 ◽

Vol 61 (1) ◽

pp. 99-110 ◽

Author(s):

Łukasz Smaga ◽

Jin-Ting Zhang

Keyword(s):

Hypothesis Testing ◽

Functional Data ◽

Linear Hypothesis

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Linear hypothesis testing for weighted functional data with applications

Scandinavian Journal of Statistics ◽

10.1111/sjos.12414 ◽

2019 ◽

Vol 47 (2) ◽

pp. 493-515

Author(s):

Łukasz Smaga ◽

Jin‐Ting Zhang

Keyword(s):

Hypothesis Testing ◽

Functional Data ◽

Linear Hypothesis

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