Author

David Lee Olds

University of Colorado Anschutz

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Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Approach:statistical model· 1

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Amanda Lovato· 1 shared Archer Yi Yang· 1 shared Celia M.T. GreenwoodiD· 1 shared Kieran J. O’DonnelliD· 1 shared Michael Joseph MeaneyiD· 1 shared Michael Steffen KoboriD· 1 shared Sahir BhatnagariD· 1 shared Tianyuan LuiD· 1 shared

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2022-2022 · peak 1/yr

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1 shared paperBioinformatics

Amanda Lovato

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1 paper

Recent·Most cited

BioinformaticsComputational Statistics & Data AnalysisPeer-reviewedSep 24, 2022

A Sparse Additive Model for High-Dimensional Interactions with an Exposure Variable

Sahir Bhatnagar, Tianyuan Lu, Amanda Lovato…·Celia M.T. Greenwood

The paper introduces a method called sail to detect non-linear interactions between a key exposure variable and high-dimensional data, showing it outperforms existing methods in prediction and support recovery.

10 citations

statistical modelbenchmarking

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