ROBUST RESTRICTED MAXIMUM-LIKELIHOOD IN MIXED LINEAR-MODELS

Definitions of robust maximum likelihood (robust ML) and robust restri cted maximum likelihood (robust REML) are introduced, and the definiti ons are applied to data from biological and chemical experiments. A si mulation study is undertaken to investigate the asymptotic properties of robust ML and robust REML in small samples and to examine the advan tages of using robust methods.