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lmerSeq: an R package for analyzing transformed RNA-Seq data with linear mixed effects models.

Brian E VestalElizabeth WynnCamille M Moore
Published in: BMC bioinformatics (2022)
Existing R packages for analyzing transformed RNA-Seq data with linear mixed models are limited in the variance structures they allow and/or the transformation methods they support. The lmerSeq package offers more flexibility in both of these areas and gave substantially better results in our simulations.
Keyphrases
  • rna seq
  • single cell
  • electronic health record
  • big data
  • high resolution
  • molecular dynamics
  • machine learning
  • data analysis
  • artificial intelligence
  • deep learning