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Bayesian Theory and Applications$
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Paul Damien, Petros Dellaportas, Nicholas G. Polson, and David A. Stephens

Print publication date: 2013

Print ISBN-13: 9780199695607

Published to Oxford Scholarship Online: May 2013

DOI: 10.1093/acprof:oso/9780199695607.001.0001

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PRINTED FROM OXFORD SCHOLARSHIP ONLINE (oxford.universitypressscholarship.com). (c) Copyright Oxford University Press, 2021. All Rights Reserved. An individual user may print out a PDF of a single chapter of a monograph in OSO for personal use. date: 22 April 2021

Applications of Bayesian smoothing splines

Applications of Bayesian smoothing splines

(p.309) 16 Applications of Bayesian smoothing splines
Bayesian Theory and Applications

Sally Wood

Oxford University Press

This chapter shows how Bayesian smoothing splines together with data augmentation techniques can be used to address several important practical problems. It begins with a brief introduction to Bayesian smoothing splines. It then shows how they can be used in a variety of applied settings, including medical diagnosis, climatology, and astronomy.

Keywords:   Bayesian smoothing splines, medical diagnosis, climatology, astronomy

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