A Generalised Semiparametric Bayesian Fay–Herriot Model for Small Area Estimation Shrinking Both Means and Variances
[摘要] In survey sampling, interest often lies in unplanned domains (or small areas), whose sample sizes may be too small to allow for accurate design-based inference. To improve the direct estimates by borrowing strength from similar domains, most small area me
[发布日期] [发布机构]
[效力级别] [学科分类] 统计和概率
[关键词] Dirichlet process prior;Fay–Herriot;Hierarchical models;mixed effects regression models;small area;smoothing of sampling variances [时效性]
