Focusing on data commonly found in public health databases and clinical settings, Bayesian Disease Mapping: Hierarchical Modeling in Spatial Epidemiology provides an overview of the main areas of Bayesian hierarchical modeling and its application to the geographical analysis of disease. The book explores a range of topics in Bayesian inference and modeling, including Markov chain Monte Carlo methods, Gibbs sampling, the Metropolis-Hastings algorithm, goodness-of-fit measures, and residual diagnostics. It also focuses on ...
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Focusing on data commonly found in public health databases and clinical settings, Bayesian Disease Mapping: Hierarchical Modeling in Spatial Epidemiology provides an overview of the main areas of Bayesian hierarchical modeling and its application to the geographical analysis of disease. The book explores a range of topics in Bayesian inference and modeling, including Markov chain Monte Carlo methods, Gibbs sampling, the Metropolis-Hastings algorithm, goodness-of-fit measures, and residual diagnostics. It also focuses on special topics, such as cluster detection; space-time modeling; and multivariate, survival, and longitudinal analyses. The author explains how to apply these methods to disease mapping using numerous real-world data sets pertaining to cancer, asthma, epilepsy, foot and mouth disease, influenza, and other diseases. In the appendices, he shows how R and WinBUGS can be useful tools in data manipulation and simulation. Applying Bayesian methods to the modeling of georeferenced health data, Bayesian Disease Mapping proves that the application of these approaches to biostatistical problems can yield important insights into data.
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Add this copy of Bayesian Disease Mapping: Hierarchical Modeling in to cart. $71.38, new condition, Sold by Just one more Chapter rated 3.0 out of 5 stars, ships from Miramar, FL, UNITED STATES, published 2008 by CRC Press.
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New. Sewn binding. Paper over boards. 344 p. Contains: Illustrations, black & white, Halftones, black & white, Tables, black & white, Figures. Interdisciplinary Statistics, 20.
Add this copy of Bayesian Disease Mapping: Hierarchical Modeling in to cart. $81.09, new condition, Sold by Bonita rated 4.0 out of 5 stars, ships from Santa Clarita, CA, UNITED STATES, published 2008 by Chapman and Hall/CRC.
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New in new dust jacket. Glued binding. Paper over boards. Contains: Illustrations, black & white, Tables, black & white, Maps, Figures. Chapman & Hall/CRC Interdisciplinary Statistics. Audience: General/trade.
Add this copy of Bayesian Disease Mapping: Hierarchical Modeling in to cart. $121.70, new condition, Sold by Bonita rated 4.0 out of 5 stars, ships from Santa Clarita, CA, UNITED STATES, published 2021 by Routledge.
Add this copy of Bayesian Disease Mapping: Hierarchical Modeling in to cart. $142.83, new condition, Sold by Just one more Chapter rated 3.0 out of 5 stars, ships from Miramar, FL, UNITED STATES, published 2013 by CRC Press.
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New. Glued binding. Paper over boards. 378 p. Contains: Illustrations, black & white, Tables, black & white, Maps, Figures. Chapman & Hall/CRC Interdisciplinary Statistics.
Add this copy of Bayesian Disease Mapping: Hierarchical Modeling in to cart. $203.44, new condition, Sold by Just one more Chapter rated 3.0 out of 5 stars, ships from Miramar, FL, UNITED STATES, published 2018 by Chapman and Hall/CRC.
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Add this copy of Bayesian Disease Mapping: Hierarchical Modeling in to cart. $228.06, new condition, Sold by Bonita rated 4.0 out of 5 stars, ships from Santa Clarita, CA, UNITED STATES, published 2018 by Chapman and Hall/CRC.
