A new Bayesian nonparametric model performs two-layered clustering of cells and individuals by incorporating both gene expression and genotype data.
logp LY l=1 {µy l ,Λ y l } !# =LlogB(Ψ y 0, νy 0 ) + 1 2 n (νy 0 −p−1) LX l=1 ℓ(y,1) l o − 1 2 n LX l=1 cy l T(Ψ y−1 0 Dy l ) o + 1 2
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Nested Atoms Model with Application to Clustering Big Population-Scale Single-Cell Data
A new Bayesian nonparametric model performs two-layered clustering of cells and individuals by incorporating both gene expression and genotype data.