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# Optional: prepend these lines (including ---) to APP_NOTE_PYTHON_R_PARITY.md
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title: "Numerical parity of md_combat with Bioconductor sva on microarray and RNA-seq reference data"
date: 2026-04-03
description: "We compare the Python package md_combat to frozen R sva outputs on full bladderbatch and full airway datasets, report agreement metrics and wall-clock time, and provide reproducible figures."