MODELING COMPLEXITY - APPLICATIONS OF GIBBS SAMPLING IN MEDICINE

• 成果类型: Article
• 署名作者: GILKS, WR; CLAYTON, DG; SPIEGELHALTER, DJ; BEST, NG; MCNEIL, AJ; SHARPLES, LD; KIRBY, AJ
• 刊物名称: JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY
• ISSN/ISSBN: 1369-7412
• 发表日期: 1993
• 页码: 39-52
• 关键词: population pharmacokinetic parameters; bayesian-inference; restoration; regression; survival; errors

摘要

We review applications of Gibbs sampling in medicine, involving longitudinal, spatial, covariate measurement and survival models. Applications in immunology, pharmacology, transplantation, cancer screening, industrial epidemiology and genetic epidemiology are discussed.