A maximum smoothed likelihood based estimation for two component semiparametric density mixtures with a known component

Zhou Shen, Michael Levine, Zuofeng Shang

We consider a semiparametric mixture of two univariate density functions where one of them is known while the weight and the other function are unknown. Such mixtures have a histor…