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Bayesian consensus clustering

Bioinformatics, 2013-10, Vol.29 (20), p.2610-2616

2013

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JOINT AND INDIVIDUAL VARIATION EXPLAINED (JIVE) FOR INTEGRATED ANALYSIS OF MULTIPLE DATA TYPES

The annals of applied statistics, 2013-03, Vol.7 (1), p.523-542

2013

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R.JIVE for exploration of multi-source molecular data

Bioinformatics (Oxford, England), 2016-09, Vol.32 (18), p.2877-2879

2016

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A hierarchical spike-and-slab model for pan-cancer survival using pan-omic data

BMC bioinformatics, 2022-06, Vol.23 (1), p.1-235, Article 235

2022

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Tensor-on-Tensor Regression

Journal of computational and graphical statistics, 2018-01, Vol.27 (3), p.638-647

Lock, Eric F.

2018

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Human cytomegalovirus in breast milk is associated with milk composition and the infant gut microbiome and growth

Nature communications, 2024-07, Vol.15 (1), p.6216-15, Article 6216

2024

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A biomarker discovery framework for childhood anxiety

Frontiers in psychiatry, 2023-07, Vol.14, p.1158569-1158569

2023

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Prediction With Dimension Reduction of Multiple Molecular Data Sources for Patient Survival

Cancer informatics, 2017, Vol.2017 (16), p.1176935117718517-1176935117718517

2017

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Bayesian Distance Weighted Discrimination

Journal of computational and graphical statistics, 2022, Vol.31 (4), p.1177-1188

Lock, Eric F.

2022

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A Pan-Cancer and Polygenic Bayesian Hierarchical Model for the Effect of Somatic Mutations on Survival

Cancer informatics, 2020, Vol.19, p.1176935120907399-1176935120907399

2020

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Generalized integrative principal component analysis for multi-type data with block-wise missing structure

Biostatistics (Oxford, England), 2020-04, Vol.21 (2), p.302-318

2020

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Lung proteome and metabolome endotype in HIV-associated obstructive lung disease

ERJ open research, 2023-03, Vol.9 (2), p.332

2023

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Bayesian GWAS with Structured and Non-Local Priors

Bioinformatics, 2020-01, Vol.36 (1), p.17-25

2020

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Bayesian simultaneous factorization and prediction using multi-omic data

Computational statistics & data analysis, 2024-09, Vol.197, p.107974, Article 107974

2024

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Quantitative high-throughput screening for chemical toxicity in a population-based in vitro model

Toxicological sciences, 2012-04, Vol.126 (2), p.578-588

2012

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Tandem mass tag proteomic and untargeted metabolomic profiling reveals altered serum and CSF biochemical datasets in iron deficient monkeys

Data in brief, 2022-12, Vol.45, p.108591-108591, Article 108591

2022

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Bayesian Modeling of Associations in Bivariate Piecewise Linear Mixed-Effects Models

Psychological methods, 2022-02, Vol.27 (1), p.44-64

2022

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Integrative factorization of bidimensionally linked matrices

Biometrics, 2020-03, Vol.76 (1), p.61-74

2020

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Phototherapy Alters the Plasma Metabolite Profile in Infants Born Preterm with Hyperbilirubinemia

The Journal of pediatrics, 2024-11, Vol.274, p.114175, Article 114175

2024

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Care Management Processes Important for High-Quality Diabetes Care

Diabetes care, 2023-10, Vol.46 (10), p.1762-1769

2023

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Detecting Multiple Random Changepoints in Bayesian Piecewise Growth Mixture Models

Psychometrika, 2018-09, Vol.83 (3), p.733-750

2018

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Identifiability and estimability of Bayesian linear and nonlinear crossed random effects models

British journal of mathematical & statistical psychology, 2024-05, Vol.77 (2), p.375-394

2024

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Bayesian predictive modeling of multi-source multi-way data

Computational statistics & data analysis, 2023-10, Vol.186, p.107783, Article 107783

2023

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Modeling the interrelation of reading and mathematics achievement trajectories: is their development intertwined?

Reading & writing, 2024-05, Vol.37 (5), p.1267-1287

2024

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Linked matrix factorization

Biometrics, 2019-06, Vol.75 (2), p.582-592

2019

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Bayesian consensus clustering

JOINT AND INDIVIDUAL VARIATION EXPLAINED (JIVE) FOR INTEGRATED ANALYSIS OF MULTIPLE DATA TYPES

R.JIVE for exploration of multi-source molecular data

A hierarchical spike-and-slab model for pan-cancer survival using pan-omic data

Tensor-on-Tensor Regression

Human cytomegalovirus in breast milk is associated with milk composition and the infant gut microbiome and growth

A biomarker discovery framework for childhood anxiety

Prediction With Dimension Reduction of Multiple Molecular Data Sources for Patient Survival

Bayesian Distance Weighted Discrimination

A Pan-Cancer and Polygenic Bayesian Hierarchical Model for the Effect of Somatic Mutations on Survival

Generalized integrative principal component analysis for multi-type data with block-wise missing structure

Lung proteome and metabolome endotype in HIV-associated obstructive lung disease

Bayesian GWAS with Structured and Non-Local Priors

Bayesian simultaneous factorization and prediction using multi-omic data

Quantitative high-throughput screening for chemical toxicity in a population-based in vitro model

Tandem mass tag proteomic and untargeted metabolomic profiling reveals altered serum and CSF biochemical datasets in iron deficient monkeys

Bayesian Modeling of Associations in Bivariate Piecewise Linear Mixed-Effects Models

Integrative factorization of bidimensionally linked matrices

Phototherapy Alters the Plasma Metabolite Profile in Infants Born Preterm with Hyperbilirubinemia

Care Management Processes Important for High-Quality Diabetes Care

Detecting Multiple Random Changepoints in Bayesian Piecewise Growth Mixture Models

Identifiability and estimability of Bayesian linear and nonlinear crossed random effects models

Bayesian predictive modeling of multi-source multi-way data

Modeling the interrelation of reading and mathematics achievement trajectories: is their development intertwined?

Linked matrix factorization

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