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Scalable probabilistic PCA for large-scale genetic variation data

Principal component analysis (PCA) is a key tool for understanding population structure and controlling for population stratification in genome-wide association studies (GWAS). With the advent of large-scale datasets of genetic variation, there is a need for methods that can compute principal compon...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:PLoS Genet
Egile Nagusiak: Agrawal, Aman, Chiu, Alec M., Le, Minh, Halperin, Eran, Sankararaman, Sriram
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: Public Library of Science 2020
Gaiak:
Sarrera elektronikoa:https://ncbi.nlm.nih.gov/pmc/articles/PMC7286535/
https://ncbi.nlm.nih.gov/pubmed/32469896
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pgen.1008773
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