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math.ST2018

Maximum Likelihood Estimation for Totally Positive Log-Concave Densities

Elina Robeva, Bernd Sturmfels, Ngoc Tran +1

We study nonparametric maximum likelihood estimation for two classes of multivariate distributions that imply strong forms of positive dependence; namely log-supermodular (MTP)…