Scheff´e Style Simultaneous Credible Bands for Regression Surfaces with Application to Ache Honey Gathering

[摘要] We propose two simple, easy-to-implement methods for obtaining simultaneous credible bands in hierarchical models from standard Markov chain Monte Carlo output. The methods generalize Scheff´e’s (1953) approach to this problem, but in a Bayesian context. A small simulation study is followed by an application of the methods to a seasonal model for Ache honey gathering.

[学科分类] 土木及结构工程学

[关键词] Generalized linear mixed model;random effects;simultaneous credible region