Author

Nicole A. Lazar

Pennsylvania State UniversityORCID 0000-0003-2695-370XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

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Approach:Bayesian inference· 1 Research Focus:benchmarking· 1 Assay:metagenomics· 1

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Justin D. SilvermaniD· 1 shared Manan Saxena· 1 shared Maxwell A. KonnarisiD· 1 shared

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2025-2025 · peak 1/yr

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1 shared paperBioinformatics

Justin D. SilvermanORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintSep 12, 2025

Uncertainty Modeling Outperforms Machine Learning for Microbiome Data Analysis

Maxwell A. Konnaris, Manan Saxena, Nicole A. Lazar, Justin D. Silverman

This paper shows Bayesian partially identified models outperform machine learning and normalization methods in microbiome data analysis by accounting for uncertainty in microbial load.

5 citations

metagenomicsBayesian inference

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