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The minimizer Jaccard estimator is biased and inconsistent

MOTIVATION: Sketching is now widely used in bioinformatics to reduce data size and increase data processing speed. Sketching approaches entice with improved scalability but also carry the danger of decreased accuracy and added bias. In this article, we investigate the minimizer sketch and its use to...

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Detalles Bibliográficos
Autores principales: Belbasi, Mahdi, Blanca, Antonio, Harris, Robert S, Koslicki, David, Medvedev, Paul
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9235516/
https://www.ncbi.nlm.nih.gov/pubmed/35758786
http://dx.doi.org/10.1093/bioinformatics/btac244