Nonparametric estimation of a mixing distribution for a family of linear stochastic dynamical systems

Alona Kryshchenko, Alan Schumitzky, Mike van Guilder +1

In this paper we develop a nonparametric maximum likelihood estimate of the mixing distribution of the parameters of a linear stochastic dynamical system. This includes, for exampl…