Simulation-based Bayesian inference using BUGS

Ching Fan Sheu, Suzanne L. O'Curry

研究成果: Article同行評審

13 引文 斯高帕斯(Scopus)

摘要

We illustrate the application of BUGS, a Bayesian computer program, with two examples. The algorithm used in the program is a popular Markov chain Monte Carlo procedure called Gibbs sampling. Bayesian analysis based on simulation has been applied to a wide range of complex problems (Gilks, Richardson, & Spiegelhalter, 1996). The availability of a general purpose program like BUGS should facilitate important applications of Bayesian inference in psychological research.

原文English
頁(從 - 到)232-237
頁數6
期刊Behavior Research Methods, Instruments, and Computers
30
發行號2
DOIs
出版狀態Published - 1998

All Science Journal Classification (ASJC) codes

  • 實驗與認知心理學
  • 心理學(雜項)
  • 心理學(全部)

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