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Transfer learning with false negative control improves polygenic risk prediction

PLoS genetics, 2023-11, Vol.19 (11), p.e1010597-e1010597

2023

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Cadmium exposure increases the risk of juvenile obesity: a human and zebrafish comparative study

International Journal of Obesity, 2018-07, Vol.42 (7), p.1285-1295

2018

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Effective SNP ranking improves the performance of eQTL mapping

Genetic epidemiology, 2020-09, Vol.44 (6), p.611-619

2020

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Maternal blood cadmium, lead and arsenic levels, nutrient combinations, and offspring birthweight

BMC public health, 2017-04, Vol.17 (1), p.354-354, Article 354

2017

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On the substructure controls in rare variant analysis: Principal components or variance components?

Genetic epidemiology, 2018-04, Vol.42 (3), p.276-287

2018

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Rejoinder to "A Note on Testing and Estimation in Marker-Set Association Study Using Semiparametric Quantile Regression Kernel Machine"

Biometrics, 2018-06, Vol.74 (2), p.767-768

2018

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Robust kernel association testing (RobKAT)

Genetic epidemiology, 2020-04, Vol.44 (3), p.272-282

2020

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Inference on phenotype‐specific effects of genes using multivariate kernel machine regression

Genetic epidemiology, 2018-02, Vol.42 (1), p.64-79

2018

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The prediction of Alzheimer's disease through multi-trait genetic modeling

Frontiers in aging neuroscience, 2023-07, Vol.15, p.1168638-1168638

2023

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Testing and estimation in marker-set association study using semiparametric quantile regression kernel machine

Biometrics, 2016-06, Vol.72 (2), p.364-371

2016

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Copy number variation (CNV) identification and association study on 3,928 Alzheimer’s disease whole genome sequencing data from the Alzheimer’s Disease Sequencing Project (ADSP)

Alzheimer's & dementia, 2021-12, Vol.17, p.e052721-n/a

2021

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Rare Variants Association Analysis in Large-Scale Sequencing Studies at the Single Locus Level

PLoS computational biology, 2016-06, Vol.12 (6), p.e1004993-e1004993

2016

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Phylogeny-guided microbiome OTU-specific association test (POST)

Microbiome, 2022-06, Vol.10 (1), p.86-86, Article 86

2022

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An Integrative Co-localization (INCO) Analysis for SNV and CNV Genomic Features With an Application to Taiwan Biobank Data

Frontiers in genetics, 2021-09, Vol.12, p.709555-709555

2021

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Identifying individual risk rare variants using protein structure guided local tests (POINT)

PLoS computational biology, 2019-02, Vol.15 (2), p.e1006722-e1006722

2019

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Copy Number Variation Identification on 3,800 Alzheimer's Disease Whole Genome Sequencing Data from the Alzheimer's Disease Sequencing Project

Frontiers in genetics, 2021-11, Vol.12, p.752390

2021

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SEAGLE: A Scalable Exact Algorithm for Large-Scale Set-Based Gene-Environment Interaction Tests in Biobank Data

Frontiers in genetics, 2021-11, Vol.12, p.710055-710055

2021

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Detection of gene-gene interactions using multistage sparse and low-rank regression

Biometrics, 2016-03, Vol.72 (1), p.85-94

2016

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Association test using Copy Number Profile Curves (CONCUR) enhances power in rare copy number variant analysis

PLoS computational biology, 2020-05, Vol.16 (5), p.e1007797

2020

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FastLORS: Joint modelling for expression quantitative trait loci mapping in R

Stat (International Statistical Institute), 2020, Vol.9 (1), p.n/a

2020

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Module-based association analysis for omics data with network structure

PloS one, 2015-03, Vol.10 (3), p.e0122309-e0122309

2015

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Pathway‐Guided Identification of Gene‐Gene Interactions

Annals of human genetics, 2014-11, Vol.78 (6), p.478-491

2014

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A New Method for Detecting Associations with Rare Copy-Number Variants

PLoS genetics, 2015-10, Vol.11 (10), p.e1005403-e1005403

2015

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Complete Effect-Profile Assessment in Association Studies With Multiple Genetic and Multiple Environmental Factors

Genetic epidemiology, 2015-02, Vol.39 (2), p.122-133

2015

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Across-Platform Imputation of DNA Methylation Levels Incorporating Nonlocal Information Using Penalized Functional Regression

Genetic epidemiology, 2016-05, Vol.40 (4), p.333-340

2016

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Transfer learning with false negative control improves polygenic risk prediction

Cadmium exposure increases the risk of juvenile obesity: a human and zebrafish comparative study

Effective SNP ranking improves the performance of eQTL mapping

Maternal blood cadmium, lead and arsenic levels, nutrient combinations, and offspring birthweight

On the substructure controls in rare variant analysis: Principal components or variance components?

Rejoinder to "A Note on Testing and Estimation in Marker-Set Association Study Using Semiparametric Quantile Regression Kernel Machine"

Robust kernel association testing (RobKAT)

Inference on phenotype‐specific effects of genes using multivariate kernel machine regression

The prediction of Alzheimer's disease through multi-trait genetic modeling

Testing and estimation in marker-set association study using semiparametric quantile regression kernel machine

Copy number variation (CNV) identification and association study on 3,928 Alzheimer’s disease whole genome sequencing data from the Alzheimer’s Disease Sequencing Project (ADSP)

Rare Variants Association Analysis in Large-Scale Sequencing Studies at the Single Locus Level

Phylogeny-guided microbiome OTU-specific association test (POST)

An Integrative Co-localization (INCO) Analysis for SNV and CNV Genomic Features With an Application to Taiwan Biobank Data

Identifying individual risk rare variants using protein structure guided local tests (POINT)

Copy Number Variation Identification on 3,800 Alzheimer's Disease Whole Genome Sequencing Data from the Alzheimer's Disease Sequencing Project

SEAGLE: A Scalable Exact Algorithm for Large-Scale Set-Based Gene-Environment Interaction Tests in Biobank Data

Detection of gene-gene interactions using multistage sparse and low-rank regression

Association test using Copy Number Profile Curves (CONCUR) enhances power in rare copy number variant analysis

FastLORS: Joint modelling for expression quantitative trait loci mapping in R

Module-based association analysis for omics data with network structure

Pathway‐Guided Identification of Gene‐Gene Interactions

A New Method for Detecting Associations with Rare Copy-Number Variants

Complete Effect-Profile Assessment in Association Studies With Multiple Genetic and Multiple Environmental Factors

Across-Platform Imputation of DNA Methylation Levels Incorporating Nonlocal Information Using Penalized Functional Regression

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