Abstract
The purpose of this paper is to introduce some recent developments in variance component estimation with emphasis on techniques which provide diagnostic information on the data and the model assumptions. This paper concentrates on the balanced data situation, but suggests a natural extension to the case of unbalanced data. The basic ideas are illustrated by several numerical examples.
Keywords
Mixed Models, Diagnostics
Creative Commons License
This work is licensed under a Creative Commons Attribution-Noncommercial-No Derivative Works 4.0 License.
Recommended Citation
Hocking, R. R.
(1989).
"RECENT DEVELOPMENTS IN VARIANCE COMPONENT ESTIMATION,"
Conference on Applied Statistics in Agriculture.
https://doi.org/10.4148/2475-7772.1447
RECENT DEVELOPMENTS IN VARIANCE COMPONENT ESTIMATION
The purpose of this paper is to introduce some recent developments in variance component estimation with emphasis on techniques which provide diagnostic information on the data and the model assumptions. This paper concentrates on the balanced data situation, but suggests a natural extension to the case of unbalanced data. The basic ideas are illustrated by several numerical examples.
