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Posterior predictive checks to quantify lack-of-fit in admixture models of latent population structure

Admixture models are a ubiquitous approach to capture latent population structure in genetic samples. Despite the widespread application of admixture models, little thought has been devoted to the quality of the model fit or the accuracy of the estimates of parameters of interest for a particular st...

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Detaylı Bibliyografya
Yayımlandı:Proc Natl Acad Sci U S A
Asıl Yazarlar: Mimno, David, Blei, David M., Engelhardt, Barbara E.
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: National Academy of Sciences 2015
Konular:
Online Erişim:https://ncbi.nlm.nih.gov/pmc/articles/PMC4491772/
https://ncbi.nlm.nih.gov/pubmed/26071445
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1073/pnas.1412301112
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