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Haplotypes

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Sparse Inverse Covariance Estimation with L0 Penalty for Network Construction with Omics Data.

Journal of computational biology : a journal of computational molecular cell biology
Constructing coexpression and association networks with omics data is crucial for studying gene-gene interactions and underlying biological mechanisms. In recent years, learning the structure of a Gaussian graphical model from high-dimensional data u...

S/HIC: Robust Identification of Soft and Hard Sweeps Using Machine Learning.

PLoS genetics
Detecting the targets of adaptive natural selection from whole genome sequencing data is a central problem for population genetics. However, to date most methods have shown sub-optimal performance under realistic demographic scenarios. Moreover, over...