Mathematical Statistical

Bayesian Methods for Measures of Agreement (Chapman & by Lyle D. Broemeling

By Lyle D. Broemeling

Using WinBUGS to enforce Bayesian inferences of estimation and checking out hypotheses, Bayesian equipment for Measures of Agreement offers helpful tools for the layout and research of contract reports. 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 in accordance with a variety of types of intra- and interrater contract. He offers many examples that illustrate the Bayesian mode of reasoning and explains components of a Bayesian program, together with previous details, experimental details, the chance functionality, posterior distribution, and predictive distribution. The appendices give you the worthwhile theoretical beginning to appreciate Bayesian equipment in addition to introduce the basics of programming and executing the WinBUGS software.

Taking a Bayesian method of inference, this hands-on e-book explores a variety of measures of contract, together with the Kappa coefficient, the G coefficient, and intraclass correlation. With examples all through and end-of-chapter routines, it discusses easy methods to effectively layout and research an contract study.

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