Bayesian Change Point Detection in Monitoring Clinical Outcomes

Hassan Assareh, Ian Smith, Kerrie L. Mengersen

Research output: Chapter in Book/Report/Conference proceedingChapter

2 Citations (Scopus)
Original languageEnglish
Title of host publicationCase Studies in Bayesian Statistical Modelling and Analysis
Publisherwiley
Pages186-196
Number of pages11
ISBN (Electronic)9781118394472
ISBN (Print)9781119941828
DOIs
Publication statusPublished - Nov 5 2012
Externally publishedYes

ASJC Scopus Subject Areas

  • General Mathematics

Keywords

  • Bayesian change point detection in clinical outcomes
  • Bayesian model performance, through a Monte Carlo
  • Change point model, Bayesian approach to step change
  • Control chart, process behaviour over time
  • Control charts, process parameter as the mortality rate
  • Model for step change, ratio of death/risk-adjusted control chart
  • Performance analysis
  • Pseudo-code for change point model in WinBUGS
  • Risk-adjusted CUSUM (RACUSUM) control chart
  • Risk-adjusted EWMA (RAEWMA) control chart

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