Saddlepoint confidence intervals for variance components

摘要

In this paper, saddlepoint methods are proposed for confidence intervals for variance components. The accuracy of the saddlepoint approximation is illustrated in this application. A simulation study is also conducted to compare with existing methods in various situations.