Estimation of a Likelihood Ratio Ordered Family of Distributions

Alexandre Mösching, Lutz Duembgen

Consider bivariate observations $(X_1,Y_1),\dots ,(X_n,Y_n)\in \mathbb{R}\times \mathbb{R}$ with unknown conditional distributions $Q_x$ of $Y$, given that $X=x$. The goal is…