General Notes
Gauge R&R studies are based on a Random Effects (variance components) model. See "Fixed, Random, and Mixed Effects".
Assumptions
References
Design and Analysis of Experiments 5th Edition (Montgomery)
See also the Statwiki page EMS Tables under "ANOVA Supporting Concepts". This page contains various forms of the EMS table rules. See also EMS Table Rules.