Lanzarone, Ettore
The Contribution of Young Researchers to Bayesian Statistics
Part I. Theoretical Bayes
1. A Nonparametric Model for Stationary Time Series
Isadora Antoniano-Villalobos, Stephen G. Walker
2. Estimation of Optimally Combined-Biomarker Accuracy in the Absence of a Gold Standard Reference Test
Leandro Garcia Barrado, Elisabeth Coart, Tomasz Burzykowski
3. On Bayesian Transformation Selection: Problem Formulation and Preliminary Results
E. Charitidou, D. Fouskakis, I. Ntzoufras
4. A Simple Proof for the Multinomial Version of the Representation Theorem
Marcio A. Diniz, Adriano Polpo
5. A Sequential Monte Carlo Framework for Adaptive Bayesian Model Discrimination Designs Using Mutual Information
Christopher C. Drovandi, James M. McGree, Anthony N. Pettitt
6. Joint Parameter Estimation and Biomass Tracking in a Stochastic Predator–Prey System
Laura Martín-Fernández, Gianni Gilioli, Ettore Lanzarone, Joaquín Míguez, Sara Pasquali, Fabrizio Ruggeri, Diego P. Ruiz
7. Adaptive Bayes Test for Monotonicity
Jean-Bernard Salomond
8. Bayesian Inference on Individual-Based Models by Controlling the Random Inputs
Michael Spence, Paul Blackwell
9. Consistency of Bayesian Nonparametric Hidden Markov Models
Elodie Vernet
10. Bayesian Methodology in the Stochastic Event Reconstruction Problems
Anna Wawrzynczak, Piotr Kopka, Mieczyslaw Borysiewicz
Part II. Computational Bayes
11. Efficient Fitting of Bayesian Regression Models with Spatio-Temporally Varying Coefficients
Mark Bass, Sujit Sahu
12. PAWL-Forced Simulated Tempering
Luke Bornn
13. Approximate Bayesian Computation for the Elimination of Nuisance Parameters
Clara Grazian
14. Reweighting Schemes Based on Particle Methods
Reinaldo Marques, Geir Storvik
15. A Bayesian Nonparametric Framework to Inference on Totals of Finite Populations
Juan Carlos Martínez-Ovando, Sergio I. Olivares-Guzmán, Adriana Roldán-Rodríguez
16. Parallel Slice Sampling
Teresa Pietrabissa, Simone Rusconi
17. Approximate Bayesian Computation in Quantile Regression
Antonio Pulcini
Part III. Bayes @ Work: Appraisal of Applications to the Real World
18. Spatiotemporal Model for Short-Term Predictions of Air Pollution Data
Francesca Bruno, Lucia Paci
19. Predicting Rainfall Fields from Lightning Records: A Hierarchical Bayesian Approach
Edmondo Giuseppe, Giovanna Jona Lasinio, Massimiliano Pasqui, Stanislao Esposito
20. Bayesian Approach to Environmental Problem Based on PFLOTRAN Package
Orest Dorosh, Henryk Wojciechowicz, Piotr Kopka
21. Bayesian Hierarchical Modeling of Growth via Gompertz Model: An Application in Poultry
Emre Karaman, Ebru Kaya, Dogan Narinc, Mehmet Z. Firat
22. Bayesian Prediction of SMART Power Semiconductor Lifetime with Bayesian Networks
Kathrin Plankensteiner, Olivia Bluder, Jürgen Pilz
23. Consumer-Oriented New-Product Development in Fruit Flavor Breeding: A Bayesian Approach
Lebeyesus M. Tesfaye, Ivo A. Lans, Marco C. A. M. Bink, Bart Gremmen, Hans C. M. Trijp
24. Bayesian Layer Counting in Ice-Cores: Reconstructing the Time Scale
J. J. Wheatley, P. G. Blackwell, N. J. Abram, E. W. Wolff
Part IV. A Bayesian Approach to Biostatistics and Health Sciences
25. Bayesian Analysis and Prediction of Patients’ Demands for Visits in Home Care
Raffaele Argiento, Alessandra Guglielmi, Ettore Lanzarone, Inad Nawajah
26. Exploiting Adaptive Bayesian Regression Shrinkage to Identify Exome Sequence Variants Associated with Gene Expression
E. M. Boggis, M. Milo, K. Walters
27. Randomized Phase II Trials: A Bayesian Two-Stage Design
Matteo Cellamare, Valeria Sambucini, Federica Siena
28. Bayesian Matrix Factorization for Outlier Detection: An Application in Population Genetics
Nicolas Duforet-Frebourg, Michael G. B. Blum
29. Noise Model Selection for Multichannel Diffusion-Weighted MRI
Edward Knock, Theodore Kypraios, Paul Morgan, Stamatios Sotiropoulos
30. Analysis of Hospitalizations of Patients Affected by Chronic Heart Disease
Alice Parodi, Francesca Ieva, Alessandra Guglielmi, Raffaele Argiento
31. A Semiparametric Bayesian Multivariate Model for Survival Probabilities After Acute Myocardial Infarction
Elena Prandoni, Alessandra Guglielmi, Francesca Ieva, Anna Maria Paganoni
32. Particle Learning Approach to Bayesian Model Selection: An Application from Neurology
Simon Taylor, Gareth Ridall, Chris Sherlock, Paul Fearnhead
Part V. Bayesian Models for Stochastic and Economic Processes
33. Analysis of Italian Financial Market via Bayesian Dynamic Covariance Models
Daniele Durante
34. Bayesian Model Selection of Regular Vine Copulas
Lutz F. Gruber, Claudia Czado
35. Analysis of Exchange Rates via Multivariate Bayesian Factor Stochastic Volatility Models
Gregor Kastner, Sylvia Frühwirth-Schnatter, Hedibert F. Lopes
36. On Some Stationary Models: Construction and Estimation
Consuelo R. Nava, Ramsés H. Mena, Igor Prünster
37. Claim Sizes in the Compound Poisson Process from a Bayesian Viewpoint
Gamze Özel
38. Land Rental Market and Agricultural Production Efficiency: A Bayesian Perspective
Haoran Yang
Part VI. Suggestions for Young Researchers
39. The Point Is…to Publish?
Fulvia Mecatti
Keywords: Statistics, Statistical Theory and Methods, Statistics, general, Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law
- Author(s)
- Lanzarone, Ettore
- Ieva, Francesca
- Publisher
- Springer
- Publication year
- 2014
- Language
- en
- Edition
- 2014
- Series
- Springer Proceedings in Mathematics & Statistics
- Page amount
- 10 pages
- Category
- Natural Sciences
- Format
- Ebook
- eISBN (PDF)
- 9783319020846