
The Oxford Handbook of Applied Bayesian Analysis
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Content
- Preface
- Part I - Biomedical and Health Sciences
- 1: David Dunson: Flexible Bayes Regression of Epidemiologic Data
- 2: Peter Green, Kanti Mardia, Vysaul Nyirongo and Yann Ruffieux: Bayesian Modelling for Matching and Alignment of Biomolecules
- 3: Jerry Cheng and David Madigan: Bayesian Approaches to Aspects of the Vioxx Trials: Non-ignorable Dropout and Sequential Meta-Analysis
- 4: Jeremy Oakley and Helen Clough: Sensitivity Analysis in Microbial Risk Assessment: Vero-cytotoxigenic E.coli O157 in Farm-Pasteurised Milk
- 5: Alexandra Schmidt, Jennifer Hoeting, João Batista Pereira and Pedro Paulo Vieira: Mapping Malaria in the Amazon Rain Forest: a Spatio-Temporal Mixture Model
- 6: Dan Merl, Joseph Lucas, Joseph Nevins, Haige Shenz and Mike West: Trans-Study Projection of Genomic Biomarkers in Analysis of Oncogene Deregulation and Breast Cancer
- 7: D. A. Henderson, R.J. Boys, C.J. Proctor and D.J. Wilkinson: Linking Systems Biology Models to Data: a Stochastic Kinetic Model of p53 Oscillations
- Part II - Industry, Economics and Finance
- 8: Elmira Popova, David Morton, Paul Damien and Tim Hanson: Bayesian Analysis and Decisions in Nuclear Power Plant Maintenance
- 9: Jonathan Cumming and Michael Goldstein: Bayes Linear Uncertainty Analysis for Oil Reservoirs Based on Multiscale Computer Experiments
- 10: Antonio Pievatolo and Fabrizio Ruggeri: Bayesian Modelling of Train Doors Reliability
- 11: Marco Ferreira, Adelmo Bertoldey and Scott Holan: Analysis of Economic Data With Multiscale Spatio-temporal Models
- 12: Hedibert Lopes and Nicholas Polson: Extracting SandP500 and NASDAQ Volatility: The Credit Crisis of 2007-2008
- 13: José Mario Quintana, Carlos Carvalho, James Scott and Thomas Costigliola: Futures Markets, Bayesian Forecasting, and Risk Modeling
- 14: Jesús Fernández-Villaverde, Pablo Guerrón-Quintana and Juan Rubio-Ramírez: The New Macroeconometrics: A Bayesian Approach
- Part III - Environment and Ecology
- 15: Peter Challenor, Doug McNeall and James Gattiker: Assessing The Probability of Rare Climate Events
- 16: James Clark, Dave Bell, Michael Dietze, Michelle Hersh, Ines Ibanez, Shannon LaDeau, Sean McMahon, Jessica Metcalf, Emily Moran, Luke Pangle and Mike Wolosin: Models for Demography of Plant Populations
- 17: Alan Gelfand and Sujit K. Sahu: Combining Monitoring Data and Computer Model Output in Assessing Environmental Exposure
- 18: Samantha Low Choy, Justine Murray, Allan James and Kerrie Mengersen: Indirect Elicitation From Ecological Experts: From Methods and Software to Habitat Modelling and Rock-Wallabies
- 19: Claudia Tebaldi and Richard Smith: Characterizing the Uncertainty of Climate Change Projections Using Hierarchical Models
- Part IV - Policy, Political and Social Sciences
- 20: Carlos Carvalho and Jill Rickershauser: Volatility in Prediction Markets: A Measure of Information Flow in Political Campaigns
- 21: Philip Dawid, Julia Mortera and Paola Vicard: Paternity Testing Allowing for Uncertain Mutation Rates
- 22: Dani Gamerman, Tufi Soares and Flávio Gonçalves: Bayesian Analysis in Item Response Theory Applied to a Large-scale Educational Assessment
- 23: Karl Heiner, Marc Kennedy and Anthony O'Hagan: Sequential Multi-location Auditing and the New York Food Stamps Program
- 24: Donald Rubin, Xiaoqin Wang, Li Yin and Elizabeth Zell: Bayesian Causal Inference: Approaches to Estimating the Effect of Treating Hospital Type on Cancer Survival in Sweden Using Principal Stratification
- Part V - Natural and Engineering Sciences
- 25: A. Taylan Cemgil, Simon Godsill, Paul Peeling and Nick Whiteley: Bayesian Statistical Methods for Audio and Music Processing
- 26: Dave Higdon, Katrin Heitmann, Charles Nakhleh and Salman Habib: Combining Simulations and Physical Observations to Estimate Cosmological Parameters
- 27: Percy Liang, Michael Jordan and Dan Klein: Probabilistic Grammars and Hierarchical Dirichlet Processes
- 28: Herbert Lee, Matthew Taddy, Robert Gramacy and Genetha Gray: Designing and Analyzing a Circuit Device Experiment Using Treed Gaussian Processes
- 29: Raquel Prado: Multi-state Models for Mental Fatigue
- Index
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