Jointly Robust Estimation of Unknown Parameters and Variance Components Based on Expectation-Maximization Algorithm

Abstract

Robust estimation of unknown parameters in linear models with only a single error component has been widely investigated. However only a small percentage of literature treats robust estimate of variance components in heteroscedastically mixed models. The correction-based pseudoobservation method, the