Geometry of Log-Concave Density Estimation

© 2018, Springer Science+Business Media, LLC, part of Springer Nature. Shape-constrained density estimation is an important topic in mathematical statistics. We focus on densities on R d that are log-concave, and we study geometric properties of the maximum likelihood estimator (MLE) for weighted s...

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Bibliographic Details
Main Authors: Robeva, Elina, Sturmfels, Bernd, Uhler, Caroline
Other Authors: Massachusetts Institute of Technology. Department of Mathematics
Format: Article
Language:English
Published: Springer Nature 2021
Online Access:https://hdl.handle.net/1721.1/134751