Author

Alexander M Crowell

Dartmouth CollegeORCID 0000-0002-2866-8139Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Approach:statistical model· 2 Research Focus:batch correction / integration· 1 Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Research Focus:differential expression· 1 Research Focus:imputation· 1 Approach:machine learning (classical)· 1 Assay:proteomics· 1

Frequent Co-Authors

Jay DunlapiD· 2 shared Jennifer LorosiD· 2 shared Casey S. GreeneiD· 1 shared

Activity by Year

2018-2018 · peak 2/yr

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3 top collaborators · 3 mutual co-author links

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2 shared papersBioinformatics

Jay DunlapORCID

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2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintDec 1, 2018

Prediction Interval Ranking Score: Identification of Invariant Expression from Time Series

Alexander M Crowell, Jennifer Loros, Jay Dunlap

The paper introduces PIRS, a method to identify invariant genes from time series data by modeling the time component, improving reference gene selection for gene expression analysis.

DOI 10.1101/482794

bulk RNA-seqstatistical model

𝕏 PostBluesky

BioinformaticsBioinformaticsPeer-reviewedSep 23, 2018

Learning and Imputation for Mass-spec Bias Reduction (LIMBR)

Alexander M Crowell, Casey S. Greene, Jennifer Loros, Jay Dunlap

LIMBR reduces batch effects and imputes missing data in time series proteomics by modeling experimental structure and circadian patterns.

19 citations

proteomicsstatistical model

𝕏 PostBluesky