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 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 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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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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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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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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THE UNIVERSAL LINEAR HYPOTHESIS TESTING IN THE LINEAR MODELS

Acta Mathematica Scientia ◽

10.1016/s0252-9602(18)30729-x ◽

1981 ◽

Vol 1 (3-4) ◽

pp. 387-394

Author(s):

Yaoting Zhang ◽

Guorui Bian

Keyword(s):

Hypothesis Testing ◽

Linear Models ◽

Linear Hypothesis

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Parameter Estimation and Hypothesis Testing in Linear Models

10.1007/978-3-662-02544-4 ◽

1988 ◽

Author(s):

Karl-Rudolf Koch

Keyword(s):

Parameter Estimation ◽

Hypothesis Testing ◽

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Prediction in high‐dimensional linear models and application to genomic selection under imperfect linkage disequilibrium

Journal of the Royal Statistical Society Series C (Applied Statistics) ◽

10.1111/rssc.12496 ◽

2021 ◽

Author(s):

Charles‐Elie Rabier ◽

Simona Grusea

Keyword(s):

Linkage Disequilibrium ◽

Genomic Selection ◽

Linear Models ◽

High Dimensional

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