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Mixed‐type multivariate response regression with covariance estimation

Statistics in medicine, 2022-07, Vol.41 (15), p.2768-2785

2022

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Multiresolution categorical regression for interpretable cell‐type annotation

Biometrics, 2023-12, Vol.79 (4), p.3485-3496

2023

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A Likelihood-Based Approach for Multivariate Categorical Response Regression in High Dimensions

Journal of the American Statistical Association, 2023-04, Vol.118 (542), p.1402-1414

2023

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Dimension reduction for integrative survival analysis

Biometrics, 2023-09, Vol.79 (3), p.1610-1623

2023

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Gaussian process regression for survival time prediction with genome-wide gene expression

Biostatistics (Oxford, England), 2021-01, Vol.22 (1), p.164-180

2021

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Scalable algorithms for semiparametric accelerated failure time models in high dimensions

Statistics in medicine, 2022-03, Vol.41 (6), p.933-949

2022

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Estimating Multiple Precision Matrices With Cluster Fusion Regularization

Journal of computational and graphical statistics, 2021-10, Vol.30 (4), p.823-834

2021

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A COVARIANCE-ENHANCED APPROACH TO MULTI-TISSUE JOINT EQTL MAPPING WITH APPLICATION TO TRANSCRIPTOME-WIDE ASSOCIATION STUDIES

The annals of applied statistics, 2021-06, Vol.15 (2), p.998-1016

2021

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A Penalized Likelihood Method for Classification With Matrix-Valued Predictors

Journal of computational and graphical statistics, 2019-01, Vol.28 (1), p.11-22

2019

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Shrinking characteristics of precision matrix estimators

Biometrika, 2018-09, Vol.105 (3), p.563-574

2018

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Direct covariance matrix estimation with compositional data

Electronic journal of statistics, 2024-01, Vol.18 (1), p.1702

2024

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On the origin of aluminum-related cathodoluminescence emissions from sublimation grown 4H-SiC( 1 1 2 ¯ 0 )

Applied surface science, 2009-04, Vol.255 (13), p.6535-6539

2009

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Surface structure of (111)A HgCdTe

Journal of electronic materials, 2006-06, Vol.35 (6), p.1434-1442

2006

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A covariance-enhanced approach to multitissue joint eQTL mapping with application to transcriptome-wide association studies

The annals of applied statistics, 2021-06, Vol.15 (2)

2021

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Threading dislocation removal from the near-surface region of epitaxial cadmium telluride on silicon by lithographic patterning of the substrate

Journal of electronic materials, 2005-09, Vol.34 (9), p.1242-1248

2005

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Polytype Stability and Microstructural Characterization of Silicon Carbide Epitaxial Films Grown on [ $$ {\hbox{11}}\overline{{\hbox{2}}} {\hbox{0}} $$ ]- and [0001]-Oriented Silicon Carbide Substrates

Journal of electronic materials, 2007-04, Vol.36 (4), p.285-296

2007

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Long wavelength infrared, molecular beam epitaxy, HgCdTe-on-Si diode performance

Journal of electronic materials, 2004-06, Vol.33 (6), p.531-537

2004

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Indirect multivariate response linear regression

Biometrika, 2016-09, Vol.103 (3), p.595-607

2016

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Asymptotic properties of concave L1-norm group penalties

Statistics & probability letters, 2020-02, Vol.157, Article 108631

2020

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Asymptotic properties of concave L 1 -norm group penalties

Statistics & probability letters, 2020-02, Vol.157, p.108631, Article 108631

2020

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A convex-nonconvex strategy for grouped variable selection

Electronic journal of statistics, 2023-01, Vol.17 (2)

2023

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An Explicit Mean-Covariance Parameterization for Multivariate Response Linear Regression

Journal of computational and graphical statistics, 2021-09, Vol.30 (3), p.612-621

2021

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Model-Based Methods for High-Dimensional Multivariate Analysis

Molstad, Aaron J

2017

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ProQuest

Reaction of fullerenes and benzyne

Journal of organic chemistry, 1992-09, Vol.57 (19), p.5069-5071

1992

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Polytype stability and microstructural characterization of silicon carbide epitaxial films grown on [1120]-and [0001]-oriented silicon carbide substrates: Group III Nitrides, SiC and ZnO

Journal of electronic materials, 2007, Vol.36 (4), p.285-296

2007

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Mixed‐type multivariate response regression with covariance estimation

Multiresolution categorical regression for interpretable cell‐type annotation

A Likelihood-Based Approach for Multivariate Categorical Response Regression in High Dimensions

Dimension reduction for integrative survival analysis

Gaussian process regression for survival time prediction with genome-wide gene expression

Scalable algorithms for semiparametric accelerated failure time models in high dimensions

Estimating Multiple Precision Matrices With Cluster Fusion Regularization

A COVARIANCE-ENHANCED APPROACH TO MULTI-TISSUE JOINT EQTL MAPPING WITH APPLICATION TO TRANSCRIPTOME-WIDE ASSOCIATION STUDIES

A Penalized Likelihood Method for Classification With Matrix-Valued Predictors

Shrinking characteristics of precision matrix estimators

Direct covariance matrix estimation with compositional data

On the origin of aluminum-related cathodoluminescence emissions from sublimation grown 4H-SiC( 1 1 2 ¯ 0 )

Surface structure of (111)A HgCdTe

A covariance-enhanced approach to multitissue joint eQTL mapping with application to transcriptome-wide association studies

Threading dislocation removal from the near-surface region of epitaxial cadmium telluride on silicon by lithographic patterning of the substrate

Polytype Stability and Microstructural Characterization of Silicon Carbide Epitaxial Films Grown on [ $$ {\hbox{11}}\overline{{\hbox{2}}} {\hbox{0}} $$ ]- and [0001]-Oriented Silicon Carbide Substrates

Long wavelength infrared, molecular beam epitaxy, HgCdTe-on-Si diode performance

Indirect multivariate response linear regression

Asymptotic properties of concave L1-norm group penalties

Asymptotic properties of concave L 1 -norm group penalties

A convex-nonconvex strategy for grouped variable selection

An Explicit Mean-Covariance Parameterization for Multivariate Response Linear Regression

Model-Based Methods for High-Dimensional Multivariate Analysis

Reaction of fullerenes and benzyne

Polytype stability and microstructural characterization of silicon carbide epitaxial films grown on [1120]-and [0001]-oriented silicon carbide substrates: Group III Nitrides, SiC and ZnO

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