Estimation in High-Dimensional Analysis and Multivariate Linear Models

Communication in Statistics- Theory and Methods ◽

10.1080/03610920903576556 ◽

2011 ◽

Vol 40 (7) ◽

pp. 1241-1253

Author(s):

Tõnu Kollo ◽

Tatjana Von Rosen ◽

Dietrich Von Rosen

Keyword(s):

Dimensional Analysis ◽

Linear Models ◽

High Dimensional ◽

Multivariate Linear Models

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Estimation of Low Rank High-Dimensional Multivariate Linear Models for Multi-Response Data

Journal of the American Statistical Association ◽

10.1080/01621459.2020.1799813 ◽

2020 ◽

pp. 1-11

Author(s):

Changliang Zou ◽

Yuan Ke ◽

Wenyang Zhang

Keyword(s):

Linear Models ◽

Low Rank ◽

High Dimensional ◽

Response Data ◽

Multivariate Linear Models

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High-dimensional asymptotic distributions of characteristic roots in multivariate linear models and canonical correlation analysis

Hiroshima Mathematical Journal ◽

10.32917/hmj/1509674447 ◽

2017 ◽

Vol 47 (3) ◽

pp. 249-271 ◽

Author(s):

Yasunori Fujikoshi

Keyword(s):

Correlation Analysis ◽

Canonical Correlation Analysis ◽

Canonical Correlation ◽

Linear Models ◽

Asymptotic Distributions ◽

High Dimensional ◽

Characteristic Roots ◽

Multivariate Linear Models

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Variable selection in multivariate linear models with high-dimensional covariance matrix estimation

Journal of Multivariate Analysis ◽

10.1016/j.jmva.2018.02.006 ◽

2018 ◽

Vol 166 ◽

pp. 78-97 ◽

Author(s):

Marie Perrot-Dockès ◽

Céline Lévy-Leduc ◽

Laure Sansonnet ◽

Julien Chiquet

Keyword(s):

Variable Selection ◽

Covariance Matrix ◽

Linear Models ◽

Covariance Matrix Estimation ◽

High Dimensional ◽

Matrix Estimation ◽

Multivariate Linear Models

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Doubly multivariate linear models with block exchangeable distributed errors and site-dependent covariates

Journal of Applied Statistics ◽

10.1080/02664763.2021.1959529 ◽

2021 ◽

pp. 1-18

Author(s):

Timothy Opheim ◽

Anuradha Roy

Keyword(s):

Linear Models ◽

Multivariate Linear Models

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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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High dimensional analysis defines multicytokine T‐cell subsets and supports a role for IL‐21 in atopic dermatitis

Allergy ◽

10.1111/all.14845 ◽

2021 ◽

Author(s):

Tali Czarnowicki ◽

Hyun Je Kim ◽

Axel P Villani ◽

Jacob Glickman ◽

Ester Del Duca ◽

...

Keyword(s):

Atopic Dermatitis ◽

T Cell ◽

Dimensional Analysis ◽

T Cell Subsets ◽

High Dimensional

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Limiting Behavior of M-Estimators of Regression Coefficients in High Dimensional Linear Models I. Scale Dependent Case

Journal of Multivariate Analysis ◽

10.1006/jmva.1994.1059 ◽

1994 ◽

Vol 51 (2) ◽

pp. 211-239 ◽

Author(s):

Z.D. Bai ◽

Y. Wu

Keyword(s):

Linear Models ◽

Regression Coefficients ◽

High Dimensional ◽

Limiting Behavior ◽

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Instrument Relevance in Multivariate Linear Models

Review of Economics and Statistics ◽

10.1162/rest.1999.81.3.550 ◽

1999 ◽

Vol 81 (3) ◽

pp. 550-552 ◽

Author(s):

Leslie G. Godfrey

Keyword(s):

Linear Models ◽

Multivariate Linear Models

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M-Methods in multivariate linear models

Journal of Multivariate Analysis ◽

10.1016/0047-259x(85)90077-6 ◽

1985 ◽

Vol 17 (2) ◽

pp. 168-184 ◽

Author(s):

Julio Motta Singer ◽

Pranab Kumar Sen

Keyword(s):

Linear Models ◽

Multivariate Linear Models

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Asymptotic Theory of Likelihood Ratio and Rank Order Tests in Some Multivariate Linear Models

The Annals of Mathematical Statistics ◽

10.1214/aoms/1177697191 ◽

1970 ◽

Vol 41 (1) ◽

pp. 87-100 ◽

Author(s):

Pranab Kumar Sen ◽

Madan Lal Puri

Keyword(s):

Likelihood Ratio ◽

Asymptotic Theory ◽

Linear Models ◽

Multivariate Linear Models

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