Author

Bryon Aragam

Carnegie Mellon University

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1 Genomics· 1

Signature Assays, Organisms & Methods

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Organism:human· 2 Approach:statistical model· 2 Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Research Focus:differential expression· 1 Assay:GWAS summary statistics· 1 Organism:mouse· 1 Organism:plant (other)· 1

Frequent Co-Authors

Eric P. XingiD· 2 shared Benjamin J. LengerichiD· 1 shared Haohan WangiD· 1 shared

Activity by Year

2018-2018 · peak 2/yr

Co-Author Collaboration Network

3 top collaborators · 2 mutual co-author links

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2 shared papersGenomics

Eric P. XingORCID

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2 papers

Recent·Most cited

Variable Selection in Heterogeneous Datasets: A Truncated-rank Sparse Linear Mixed Model with Applications to Genome-wide Association Studies

Haohan Wang, Bryon Aragam, Eric P. Xing

This paper develops a truncated-rank sparse linear mixed model for variable selection in heterogeneous datasets, demonstrating its effectiveness on genomic data from plants, mice, and humans.

Methods · Aug 1, 2018Peer-reviewedGenomics

Personalized Regression Enables Sample-Specific Pan-Cancer Analysis

Benjamin J. Lengerich, Bryon Aragam, Eric P. Xing

This paper introduces a personalized regression method to analyze pan-cancer gene expression data, revealing sample-specific patterns that population-level methods miss.

Bioinformatics · Apr 23, 2018Peer-reviewedBioinformatics