Author

Amanda Lovato

Statistics Canada

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Bioinformatics· 1

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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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Archer Yi Yang· 1 shared Celia M.T. GreenwoodiD· 1 shared David Lee Olds· 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

Archer Yi Yang

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1 paper

Recent·Most cited

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

Sahir Bhatnagar, Tianyuan Lu, Amanda Lovato, David Lee Olds, Michael Steffen Kobor, Michael Joseph Meaney, Kieran J. O’Donnell, Archer Yi Yang, 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.

Computational Statistics & Data Analysis · Sep 24, 2022Peer-reviewedBioinformatics