Author

Joseph Lee Rodgers

Vanderbilt UniversityORCID 0000-0002-8615-6713Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:statistical model· 1

Frequent Co-Authors

Hannah Robertson Prillaman· 1 shared Jonathan D. TrattneriD· 1 shared Laura McKinzie· 1 shared S. Mason GarrisoniD· 1 shared Sarah ThompsoniD· 1 shared Xuanyu LyuiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperGenetic & Genomic Medicine

Hannah Robertson Prillaman

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1 paper

Recent·Most cited

Genetic & Genomic MedicinemedRxivPreprintAug 25, 2025

Sibling Models Can Test Causal Claims without Experiments: Applications for Psychology

S. Mason Garrison, Jonathan D. Trattner, Xuanyu Lyu…·Joseph Lee Rodgers

The paper introduces a sibling comparison method to improve causal inference in psychology by controlling for familial confounding, showing divergent results when compared to covariate-based approaches.

DOI 10.1101/2025.08.25.25334395

statistical modelbenchmarking

𝕏 PostBluesky