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Stratified Test Alleviates Batch Effects in Single-Cell Data
Analyzing single-cell sequencing data across batches is challenging. We find that the Van Elteren test, a stratified version of Wilcoxon rank-sum test, elegantly mitigates the problem. We also modified the common language effect size to supplement this test, further improving its utility. On both si...
Gorde:
| Argitaratua izan da: | Algorithms for Computational Biology |
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| Egile Nagusiak: | , , , |
| Formatua: | Artigo |
| Hizkuntza: | Inglês |
| Argitaratua: |
2020
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| Gaiak: | |
| Sarrera elektronikoa: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7197071/ https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-42266-0_13 |
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