Jason G. Mezey

Publication Activity (10 Years)

Years Active: 2010-2022
Publications (10 Years): 3

Top Topics

Independent Component Analysis

Learning Bayesian Networks From Data

Hidden Variables

Top Venues

PLoS Comput. Biol.

J. Mach. Learn. Res.

Publications

Mandis Beigi, Afrah Shafquat, Jason G. Mezey, Jacob Aptekar
Simulants: Synthetic Clinical Trial Data via Subject-Level Privacy-Preserving Synthesis. AMIA (2022)
Afrah Shafquat, Ronald G. Crystal, Jason G. Mezey
Identifying novel associations in GWAS by hierarchical Bayesian latent variable detection of differentially misclassified phenotypes. BMC Bioinform. 21 (1) (2020)
Jin Hyun Ju, Sushila A. Shenoy, Ronald G. Crystal, Jason G. Mezey
An independent component analysis confounding factor correction framework for identifying broad impact expression quantitative trait loci. PLoS Comput. Biol. 13 (5) (2017)
Gabriel E. Hoffman, Jason G. Mezey, Eric E. Schadt
lrgpr: interactive linear mixed model analysis of genome-wide association studies with composite hypothesis testing and regression diagnostics in R. Bioinform. 30 (21) (2014)
Chuan Gao, Nicole L. Tignor, Jacqueline Salit, Yael Strulovici-Barel, Neil R. Hackett, Ronald G. Crystal, Jason G. Mezey
HEFT: eQTL analysis of many thousands of expressed genes while simultaneously controlling for hidden factors. Bioinform. 30 (3) (2014)
Gabriel E. Hoffman, Benjamin A. Logsdon, Jason G. Mezey
PUMA: A Unified Framework for Penalized Multiple Regression Analysis of GWAS Data. PLoS Comput. Biol. 9 (6) (2013)
Rami Mahdi, Jason G. Mezey
Sub-local constraint-based learning of Bayesian networks using a joint dependence criterion. J. Mach. Learn. Res. 14 (1) (2013)
Benjamin A. Logsdon, Gabriel E. Hoffman, Jason G. Mezey
Mouse obesity network reconstruction with a variational Bayes algorithm to employ aggressive false positive control. BMC Bioinform. 13 (2012)
Rami Mahdi, Abishek S. Madduri, Guoqing Wang, Yael Strulovici-Barel, Jacqueline Salit, Neil R. Hackett, Ronald G. Crystal, Jason G. Mezey
Empirical Bayes conditional independence graphs for regulatory network recovery. Bioinform. 28 (15) (2012)
Benjamin A. Logsdon, Jason G. Mezey
Gene Expression Network Reconstruction by Convex Feature Selection when Incorporating Genetic Perturbations. PLoS Comput. Biol. 6 (12) (2010)
Benjamin A. Logsdon, Gabriel E. Hoffman, Jason G. Mezey
A variational Bayes algorithm for fast and accurate multiple locus genome-wide association analysis. BMC Bioinform. 11 (2010)