Download e-book for kindle: Bayesian Methods for Measures of Agreement (Chapman & by Lyle D. Broemeling

By Lyle D. Broemeling

ISBN-10: 1420083414

ISBN-13: 9781420083415

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

The writer employs a Bayesian method of offer statistical inferences in keeping with quite a few types of intra- and interrater contract. He offers many examples that illustrate the Bayesian mode of reasoning and explains parts of a Bayesian program, together with previous details, experimental details, the possibility functionality, posterior distribution, and predictive distribution. The appendices give you the worthwhile theoretical origin 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 publication 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 research 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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