By Lyle D. Broemeling
Using WinBUGS to enforce Bayesian inferences of estimation and checking out hypotheses, Bayesian tools for Measures of Agreement provides precious tools for the layout and research of contract experiences. It specializes in contract one of the quite a few gamers within the diagnostic process.
The writer employs a Bayesian method of offer statistical inferences according to a number of versions of intra- and interrater contract. He provides many examples that illustrate the Bayesian mode of reasoning and explains parts of a Bayesian program, together with past info, experimental info, the chance functionality, posterior distribution, and predictive distribution. The appendices give you the valuable theoretical starting place to appreciate Bayesian tools in addition to introduce the basics of programming and executing the WinBUGS software.
Taking a Bayesian method of inference, this hands-on booklet explores a number of measures of contract, together with the Kappa coefficient, the G coefficient, and intraclass correlation. With examples all through and end-of-chapter workouts, it discusses how you can effectively layout and examine an contract study.
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Extra info for Bayesian Methods for Measures of Agreement (Chapman & Hall/CRC Biostatistics Series)
Bayesian Methods for Measures of Agreement (Chapman & Hall/CRC Biostatistics Series) by Lyle D. Broemeling