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Lyle D. Broemeling's Bayesian Methods for Measures of Agreement (Chapman & PDF

By Lyle D. Broemeling

Using WinBUGS to enforce Bayesian inferences of estimation and trying out hypotheses, Bayesian equipment for Measures of Agreement offers beneficial tools for the layout and research of contract reviews. It makes a speciality of contract one of the a number of avid gamers within the diagnostic process.

The writer employs a Bayesian method of supply statistical inferences according to a variety of versions of intra- and interrater contract. He offers many examples that illustrate the Bayesian mode of reasoning and explains components of a Bayesian software, together with previous details, experimental details, the chance functionality, posterior distribution, and predictive distribution. The appendices give you the useful theoretical origin 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 ebook explores quite a few 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 study an contract study.

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Bayesian Methods for Measures of Agreement (Chapman & Hall/CRC Biostatistics Series) by Lyle D. Broemeling

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