Preface
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
5:Mapping Malaria in the Amazon Rain Forest: a Spatio-Temporal Mixture Model, Alexandra Schmidt, Jennifer Hoeting, João Batista Pereira & 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 & 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
13:Futures Markets, Bayesian Forecasting, and Risk Modeling, José Mario Quintana, Carlos Carvalho, James Scott & Thomas Costigliola
14:The New Macroeconometrics: A Bayesian Approach, Jesús Fernández-Villaverde, Pablo Guerrón-Quintana & Juan Rubio-Ramírez
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
22:Bayesian Analysis in Item Response Theory Applied to a Large-scale Educational Assessment, Dani Gamerman, Tufi Soares & Flávio Gonçalves
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
Index
