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MAD Bayes for Tumor Heterogeneity – Feature Allocation with Exponential Family Sampling

We propose small-variance asymptotic approximations for inference on tumor heterogeneity (TH) using next-generation sequencing data. Understanding TH is an important and open research problem in biology. The lack of appropriate statistical inference is a critical gap in existing methods that the pro...

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Bibliografiska uppgifter
I publikationen:J Am Stat Assoc
Huvudupphovsmän: Xu, Yanxun, Müller, Peter, Yuan, Yuan, Gulukota, Kamalakar, Ji, Yuan
Materialtyp: Artigo
Språk:Inglês
Publicerad: 2015
Ämnen:
Länkar:https://ncbi.nlm.nih.gov/pmc/articles/PMC4498588/
https://ncbi.nlm.nih.gov/pubmed/26170513
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/01621459.2014.995794
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