Simultaneous Inference for Empirical Best Predictors With a Poverty Study in Small Areas
经验最佳预测量的同时推断及小区域贫困研究
Today, generalized linear mixed models (GLMM) are broadly used in many fields. However, the development of tools for performing simultaneous inference has been largely neglected in this domain. A framework for joint inference is indispensable to carry out statistically valid multiple comparisons of parameters of interest between all or several clusters. We therefore develop simultaneous confidence intervals and multiple testing procedures for empirical best predictors under…