Title: Active set algorithms for estimating shape-constrained density ratios,
Abstract: We review and modify the active set algorithm by Duembgen et al. (2011) for
nonparametric maximum-likelihood estimation of a log-concave density. This
particular estimation problem is embedded into a more general framework
including also the estimation of a log-convex tail inflation function as
proposed by McCullagh and Polson (2012).