Stratified Test Alleviates Batch Effects in Single-Cell Data

DOI10.1007/978-3-030-42266-0_13zbMath1500.92078OpenAlexW3013608106MaRDI QIDQ5041148

Qingnan Liang, Ken Chen, Rui Chen, Shaoheng Liang

Publication date: 13 October 2022

Published in: Algorithms for Computational Biology (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-030-42266-0_13

zbMATH Keywords

differential expression analysisbatch effectWilcoxon rank-sum testscRNA-seq analysisVan Elteren test

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Protein sequences, DNA sequences (92D20)

Cites Work

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• On Simpson's Paradox and the Sure-Thing Principle
• On a Test of Whether one of Two Random Variables is Stochastically Larger than the Other

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