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Bayesian Ideas and Data Analysis: An Introduction for Scientists and Statisticians, Second Edition

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Bayesian Ideas and Data Analysis: An Introduction for Scientists and Statisticians - Christensen, Ronald, and Johnson, Wesley, and Branscum, Adam
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Emphasizing the use of WinBUGS and R to analyze real data, this text presents statistical tools to address scientific questions. It highlights foundational issues in statistics, the importance of making accurate predictions, and the need for scientists and statisticians to collaborate in analyzing data. The authors cover a large number of statistical models, explore numerical approximations via MCMC simulation, and include numerous exercises and real-world examples. The WinBUGS code provided offers a convenient platform to ...

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Bayesian Ideas and Data Analysis: An Introduction for Scientists and Statisticians 2010, CRC Press, Oxford

ISBN-13: 9781439803547

Hardcover