Article
How Many Subpopulations Is Too Many? Exponential Lower Bounds for Inferring Population Histories.
Journal of computational biology : a journal of computational molecular cell biology - 1 Apr 2020
Kim Younhun, Koehler Frederic, Moitra Ankur, Mossel Elchanan, Ramnarayan Govind
Abstract excerpt
Reconstruction of population histories is a central problem in population genetics. Existing coalescent-based methods, such as the seminal work of Li and Durbin, attempt to solve this problem using sequence data but have no rigorous guarantees. Determining the amount of data needed to correctly reconstruct population histories is a major challenge. Using a variety of tools from information theory, the theory of...
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