The Oxford handbook of applied Bayesian analysis / edited by Anthony O'Hagan, Mike West.
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| Other Authors: | , |
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| Format: | Book |
| Language: | English |
| Published: |
Oxford ; New York :
Oxford University Press,
2010.
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| Series: | Oxford handbooks.
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| Subjects: |
Table of Contents:
- Part I. Biomedical & Health Sciences
- 1. Flexible Bayes Regression of Epidemiologic Data / David Dunson
- 2. Bayesian Modelling for Matching and Alignment of Biomolecules / Peter Green, Kanti Mardia, Vysaul Nyirongo & Yann Ruffieux
- 3. Bayesian Approaches to Aspects of the Vioxx Trials: Non-ignorable Dropout and Sequential Meta-Analysis / Jerry Cheng & David Madigan
- 4. Sensitivity Analysis in Microbial Risk Assessment: Vero-cytotoxigenic E.coli O157 in Farm-Pasteurised Milk / Jeremy Oakley & Helen Clough
- 6. Trans-Study Projection of Genomic Biomarkers in Analysis of Oncogene Deregulation and Breast Cancer / Dan Merl, Joseph Lucas, Joseph Nevins, Haige Shenz & Mike West
- 7. Linking Systems Biology Models to Data: a Stochastic Kinetic Model of p53 Oscillations / D. A. Henderson, R.J. Boys, C.J. Proctor & D.J. Wilkinson
- Part II. Industry, Economics & Finance
- 8. Bayesian Analysis and Decisions in Nuclear Power Plant Maintenance / Elmira Popova, David Morton, Paul Damien & Tim Hanson
- 9. Bayes Linear Uncertainty Analysis for Oil Reservoirs Based on Multiscale Computer Experiments / Jonathan Cumming & Michael Goldstein
- 10. Bayesian Modelling of Train Doors Reliability / Antonio Pievatolo & Fabrizio Ruggeri
- 11. Analysis of Economic Data With Multiscale Spatio-temporal Models / Marco Ferreira, Adelmo Bertoldey & Scott Holan
- 12. Extracting S&P500 and NASDAQ Volatility: The Credit Crisis of 2007-2008 / Hedibert Lopes & Nicholas Polson
- Part III. Environment & Ecology
- 15. Assessing The Probability of Rare Climate Events / Peter Challenor, Doug McNeall & James Gattiker
- 16. Models for Demography of Plant Populations / James Clark, Dave Bell, Michael Dietze, Michelle Hersh, Ines Ibanez, Shannon LaDeau, Sean McMahon, Jessica Metcalf, Emily Moran, Luke Pangle & Mike Wolosin
- 17. Combining Monitoring Data and Computer Model Output in Assessing Environmental Exposure / Alan Gelfand & Sujit K. Sahu
- 18. Indirect Elicitation From Ecological Experts: From Methods and Software to Habitat Modelling and Rock-Wallabies / Samantha Low Choy, Justine Murray, Allan James & Kerrie Mengersen
- 19. Characterizing the Uncertainty of Climate Change Projections Using Hierarchical Models / Claudia Tebaldi & Richard Smith
- Part IV. Policy, Political & Social Sciences
- 20. Volatility in Prediction Markets: A Measure of Information Flow in Political Campaigns / Carlos Carvalho & Jill Rickershauser
- 21. Paternity Testing Allowing for Uncertain Mutation Rates / Philip Dawid, Julia Mortera & Paola Vicard
- 23. Sequential Multi-location Auditing and the New York Food Stamps Program / Karl Heiner, Marc Kennedy & Anthony O'Hagan
- 24. Bayesian Causal Inference: Approaches to Estimating the Effect of Treating Hospital Type on Cancer Survival in Sweden Using Principal Stratification / Donald Rubin, Xiaoqin Wang, Li Yin & Elizabeth Zell
- Part V. Natural & Engineering Sciences
- 25. Bayesian Statistical Methods for Audio and Music Processing / A. Taylan Cemgil, Simon Godsill, Paul Peeling & Nick Whiteley
- 26. Combining Simulations and Physical Observations to Estimate Cosmological Parameters / Dave Higdon, Katrin Heitmann, Charles Nakhleh & Salman Habib
- 27. Probabilistic Grammars and Hierarchical Dirichlet Processes / Percy Liang, Michael Jordan & Dan Klein
- 28. Designing and Analyzing a Circuit Device Experiment Using Treed Gaussian Processes / Herbert Lee, Matthew Taddy, Robert Gramacy & Genetha Gray
- 29. Multi-state Models for Mental Fatigue / Raquel Prado.