Essential formulae for restricted maximum likelihood and its derivatives associated with the linear mixed models

Shengxin Zhu, Andrew J Wathen

The restricted maximum likelihood method enhances popularity of maximum likelihood methods for variance component analysis on large scale unbalanced data. As the high throughput bi…