Preface
Part I - Biomedical and 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 and Yann Ruffieux
3. Bayesian Approaches to Aspects of the Vioxx Trials: Non-ignorable Dropout and Sequential Meta-Analysis, Jerry Cheng and David Madigan
4. Sensitivity Analysis in Microbial Risk Assessment: Vero-cytotoxigenic E.coli O157 in Farm-Pasteurised Milk, Jeremy Oakley and Helen Clough
5. Mapping Malaria in the Amazon Rain Forest: a Spatio-Temporal Mixture Model, Alexandra Schmidt, Jennifer Hoeting, João Batista Pereira and Pedro Paulo Vieira
6. Trans-Study Projection of Genomic Biomarkers in Analysis of Oncogene Deregulation and Breast Cancer, Dan Merl, Joseph Lucas, Joseph Nevins, Haige Shenz and 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 and D.J. Wilkinson
Part II - Industry, Economics and Finance
8. Bayesian Analysis and Decisions in Nuclear Power Plant Maintenance, Elmira Popova, David Morton, Paul Damien and Tim Hanson
9. Bayes Linear Uncertainty Analysis for Oil Reservoirs Based on Multiscale Computer Experiments, Jonathan Cumming and Michael Goldstein
10. Bayesian Modelling of Train Doors Reliability, Antonio Pievatolo and Fabrizio Ruggeri
11. Analysis of Economic Data With Multiscale Spatio-temporal Models, Marco Ferreira, Adelmo Bertoldey and Scott Holan
12. Extracting S&P500 and NASDAQ Volatility: The Credit Crisis of 2007-2008, Hedibert Lopes and Nicholas Polson
13. Futures Markets, Bayesian Forecasting, and Risk Modeling, José Mario Quintana, Carlos Carvalho, James Scott and Thomas Costigliola
14. The New Macroeconometrics: A Bayesian Approach, Jesús Fernández-Villaverde, Pablo Guerrón-Quintana and Juan Rubio-Ramírez
Part III - Environment and Ecology
15. Assessing The Probability of Rare Climate Events, Peter Challenor, Doug McNeall and 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 and Mike Wolosin
17. Combining Monitoring Data and Computer Model Output in Assessing Environmental Exposure, Alan Gelfand and 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 and Kerrie Mengersen
19. Characterizing the Uncertainty of Climate Change Projections Using Hierarchical Models, Claudia Tebaldi and Richard Smith
Part IV - Policy, Political and Social Sciences
20. Volatility in Prediction Markets: A Measure of Information Flow in Political Campaigns, Carlos Carvalho and Jill Rickershauser
21. Paternity Testing Allowing for Uncertain Mutation Rates, Philip Dawid, Julia Mortera and Paola Vicard
22. Bayesian Analysis in Item Response Theory Applied to a Large-scale Educational Assessment, Dani Gamerman, Tufi Soares and Flávio Gonçalves
23. Sequential Multi-location Auditing and the New York Food Stamps Program, Karl Heiner, Marc Kennedy and 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 and Elizabeth Zell
Part V - Natural and Engineering Sciences
25. Bayesian Statistical Methods for Audio and Music Processing, A. Taylan Cemgil, Simon Godsill, Paul Peeling and Nick Whiteley
26. Combining Simulations and Physical Observations to Estimate Cosmological Parameters, Dave Higdon, Katrin Heitmann, Charles Nakhleh and Salman Habib
27. Probabilistic Grammars and Hierarchical Dirichlet Processes, Percy Liang, Michael Jordan and Dan Klein
28. Designing and Analyzing a Circuit Device Experiment Using Treed Gaussian Processes, Herbert Lee, Matthew Taddy, Robert Gramacy and Genetha Gray
29. Multi-state Models for Mental Fatigue, Raquel Prado
Index