Matthew Stephens - Publications, H-index & Citations

Matthew Stephens

university of chicago

87H指数

311论文数

11.5W被引数

收录论文 78

发表时间

Fast and flexible joint fine-mapping of multiple traits via the Sum of Single Effects model 基于单效应求和模型的多性状快速灵活联合精细映射

Nature Genetics

IF29

2026-02-03

OAAI

Yuxin Zou; Peter Carbonetto; Dongyue Xie; Gao Wang; Matthew Stephens

Empirical Bayes Covariance Decomposition, and a Solution to the Multiple Tuning Problem in Sparse PCA 经验贝叶斯协方差分解，以及稀疏PCA中多重调谐问题的解决方案

Journal of Computational and Graphical Statistics

IF1.8

2026-01-01

PREAI

Kang, Joonsuk; Stephens, Matthew

Adjusting for genetic confounders in transcriptome-wide association studies improves discovery of risk genes of complex traits 在全转录组关联研究中调整遗传混杂因素可改善复杂性状风险基因的发现

NATURE GENETICS

IF31.8

2024-01-26

OAAI

Zhao, Siming; Crouse, Wesley; Qian, Sheng; Luo, Kaixuan; Stephens, Matthew; He, Xin

A pairwise cytokine code explains the organism-wide response to sepsis

NATURE IMMUNOLOGY

IF27.6

2024-01-08

OAAI

Takahama, Michihiro; Patil, Ashwini; Richey, Gabriella; Cipurko, Denis; Johnson, Katherine; Carbonetto, Peter; Plaster, Madison; Pandey, Surya; Cheronis, Katerina; Ueda, Tatsuki; Gruenbaum, Adam; Kawamoto, Tadafumi; Stephens, Matthew; Chevrier, Nicolas

GoM DE: interpreting structure in sequence count data with differential expression analysis allowing for grades of membership

GENOME BIOLOGY

IF9.4

2023-10-19

OAAI

Carbonetto, Peter; Luo, Kaixuan; Sarkar, Abhishek; Hung, Anthony; Tayeb, Karl; Pott, Sebastian; Stephens, Matthew

A flexible empirical Bayes approach to multivariate multiple regression, and its improved accuracy in predicting multi-tissue gene expression from genotypes

PLOS GENETICS

IF3.7

2023-07-07

OAAI

Morgante, Fabio; Carbonetto, Peter; Wang, Gao; Zou, Yuxin; Sarkar, Abhishek; Stephens, Matthew

Socio-economic and psychosocial determinants of violent discipline among parents in Asia Pacific countries during COVID-19: Focus on disadvantaged populations

CHILD ABUSE & NEGLECT

IF3.4

2023-05-01

OAAI

Kang, Yunhee; Colson-Fearon, Darien; Kim, Myungsun; Park, Soim; Stephens, Matthew; Kim, Yunseop; Wetzler, Erica

The Bayesian lens and Bayesian blinkers 贝叶斯镜头和贝叶斯眨眼

PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

IF3.7

2023-03-27

OAAI

Stephens, Matthew

Discussion of Confidence Intervals for Nonparametric Empirical Bayes Analysis

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

IF3

2022-09-12

OAAI

Xie, Dongyue; Stephens, Matthew

Fine-mapping from summary data with the Sum of Single Effects model 从汇总数据到单效应模型的精细映射

PLOS GENETICS

IF3.7

2022-07-19

102

OAAI

Zou, Yuxin; Carbonetto, Peter; Wang, Gao; Stephens, Matthew

Separating measurement and expression models clarifies confusion in single-cell RNA sequencing analysis

NATURE GENETICS

IF31.8

2021-05-24

108

OAAI

Sarkar, Abhishek; Stephens, Matthew

Dynamic effects of genetic variation on gene expression revealed following hypoxic stress in cardiomyocytes

ELIFE

IF0

2021-02-08

OAAI

Ward, Michelle C.; Banovich, Nicholas E.; Sarkar, Abhishek; Stephens, Matthew; Gilad, Yoav

Dispersal syndromes drive the formation of biogeographical regions, illustrated by the case of Wallace's Line

GLOBAL ECOLOGY AND BIOGEOGRAPHY

IF6

2021-01-06

OAAI

White, Alexander E.; Dey, Kushal K.; Stephens, Matthew; Price, Trevor D.

A simple new approach to variable selection in regression, with application to genetic fine mapping 一种简单的回归变量选择新方法，并应用于遗传精细映射

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

IF3.6

2020-07-10

411

OAAI

Wang, Gao; Sarkar, Abhishek; Carbonetto, Peter; Stephens, Matthew

Genetic analyses support the contribution of mRNAN6-methyladenosine (m6A) modification to human disease heritability 遗传分析支持mRNAN6-methyladenosine (m6A) 修饰对人类疾病遗传力的贡献

NATURE GENETICS

IF31.8

2020-06-29

141

OAAI

Zhang, Zijie; Luo, Kaixuan; Zou, Zhongyu; Qiu, Maguanyun; Tian, Jiakun; Sieh, Laura; Shi, Hailing; Zou, Yuxin; Wang, Gao; Morrison, Jean; Zhu, Allen C.; Qiao, Min; Li, Zhongshan; Stephens, Matthew; He, Xin; He, Chuan

Mendelian randomization accounting for correlated and uncorrelated pleiotropic effects using genome-wide summary statistics (vol 58, pg 320, 2017)

NATURE GENETICS

IF31.8

2020-05-29

OAAI

Morrison, Jean; Knoblauch, Nicholas; Marcus, Joseph H.; Stephens, Matthew; He, Xin

Mendelian randomization accounting for correlated and uncorrelated pleiotropic effects using genome-wide summary statistics

NATURE GENETICS

IF31.8

2020-05-25

324

OAAI