Consistent Maximum Likelihood Estimation Using Subsets with Applications to Multivariate Mixed Models

Karl Oskar Ekvall, Galin L. Jones

We present new results for consistency of maximum likelihood estimators with a focus on multivariate mixed models. Our theory builds on the idea of using subsets of the full data t…