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In a family study of breast cancer, epidemiologists in Southern California increase the power for detecting a gene-environment interaction. In Gambia, a study helps a vaccination program reduce the incidence of Hepatitis B carriage. Archaeologists in Austria place a Bronze Age site in its true temporal location on the calendar scale. And in France, researchers map a rare disease with relatively little variation.
Each of these studies applied Markov chain Monte Carlo methods to produce more accurate and inclusive results. General state-space Markov chain theory has seen several developments that have made it both more accessible and more powerful to the general statistician. Markov Chain Monte Carlo in Practice introduces MCMC methods and their applications, providing some theoretical background as well. The authors are researchers who have made key contributions in the recent development of MCMC methodology and its application.
Considering the broad audience, the editors emphasize practice rather than theory, keeping the technical content to a minimum. The examples range from the simplest application, Gibbs sampling, to more complex applications. The first chapter contains enough information to allow the reader to start applying MCMC in a basic way. The following chapters cover main issues, important concepts and results, techniques for implementing MCMC, improving its performance, assessing model adequacy, choosing between models, and applications and their domains.
Markov Chain Monte Carlo in Practice is a thorough, clear introduction to the methodology and applications of this simple idea with enormous potential. It shows the importance of MCMC in real applications, such as archaeology, astronomy, biostatistics, genetics, epidemiology, and image analysis, and provides an excellent base for MCMC to be applied to other fields as well.
"Sobre este título" puede pertenecer a otra edición de este libro.
Descripción Estado de conservación: New. Depending on your location, this item may ship from the US or UK. Nº de ref. de la librería 97804120555150000000
Descripción Chapman and Hall/CRC, 1995. Hardcover. Estado de conservación: New. book. Nº de ref. de la librería 0412055511
Descripción Chapman and Hall/CRC, 1995. Hardcover. Estado de conservación: New. Nº de ref. de la librería P110412055511
Descripción Chapman and Hall/CRC. Hardcover. Estado de conservación: New. 0412055511 New. Looks like an interesting title, learn more! We provide domestic tracking upon request. We provide personalized customer service and want you to have a great experience purchasing from us. 100% satisfaction guaranteed and thank you for your consideration. Nº de ref. de la librería S-0412055511
Descripción Chapman and Hall/CRC, 2017. Hardback. Estado de conservación: NEW. 9780412055515 This listing is a new book, a title currently in-print which we order directly and immediately from the publisher. Print on Demand title, produced to the highest standard, and there would be a delay in dispatch of around 10 working days. Nº de ref. de la librería HTANDREE0247254
Descripción Chapman and Hall/CRC, 1995. Hardcover. Estado de conservación: New. 1. Nº de ref. de la librería DADAX0412055511
Descripción Chapman and Hall/CRC. Hardcover. Estado de conservación: New. 0412055511 New Condition. Nº de ref. de la librería NEW6.0201286
Descripción Chapman & Hall, 1996. Hardcover. Estado de conservación: Brand New. 1st edition. 486 pages. 9.75x6.50x1.00 inches. In Stock. Nº de ref. de la librería zk0412055511