Author

Reed J D Sorensen

University of WashingtonORCID 0000-0001-7239-393XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:statistical model· 1

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Aleksandr Y. AravkiniD· 1 shared Christopher J L MurrayiD· 1 shared Peng ZhengiD· 1 shared Ryan M BarberiD· 1 shared

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2021-2021 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Aleksandr Y. AravkinORCID

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1 paper

Recent·Most cited

BioinformaticsJournal of Computational and Graphical StatisticsPeer-reviewedJan 4, 2021

Trimmed Constrained Mixed Effects Models: Formulations and Algorithms.

Peng Zheng, Ryan M Barber, Reed J D Sorensen…·Aleksandr Y. Aravkin

This paper introduces Trimmed Constrained Mixed Effects Models with efficient algorithms and an open-source Python package, showing improved accuracy and computational efficiency in handling outliers and nonlinear data.

174 citationstop 1%

statistical modelbenchmarking

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Reed J D Sorensen · henhao