The contribution of young researchers to Bayesian statistics : proceedings of BAYSM2013 / Ettore Lanzarone, Francesca Ieva, editors.
The first Bayesian Young Statisticians Meeting, BAYSM 2013, has provided a unique opportunity for young researchers, M.S. students, Ph. D. students, and post-docs dealing with Bayesian statistics to connect with the Bayesian community at large, exchange ideas, and network with scholars working in th...
Saved in:
| Corporate Author: | |
|---|---|
| Other Authors: | , |
| Format: | Ebook |
| Language: | English |
| Published: |
Cham :
Springer,
2014.
|
| Series: | Springer proceedings in mathematics & statistics ;
v. 63. |
| Subjects: | |
| Online Access: | Springer eBooks |
Table of Contents:
- Part I. Theoretical Bayes
- A Nonparametric Model for Stationary Time Series / Isadora Antoniano-Villalobos and Stephen G. Walker
- Estimation of Optimally Combined-Biomarker Accuracy in the Absence of a Gold Standard Reference Test / Leandro Garcia Barrado, Elisabeth Coart and Tomasz Burzykowski
- On Bayesian Transformation Selection: Problem Formulation and Preliminary Results / E. Charitidou, D. Fouskakis and I. Ntzoufras
- A Simple Proof for the Multinomial Version of the Representation Theorem / Marcio A. Diniz and Adriano Polpo
- A Sequential Monte Carlo Framework for Adaptive Bayesian Model Discrimination Designs Using Mutual Information / Christopher C. Drovandi, James M. McGree and Anthony N. Pettitt
- Joint Parameter Estimation and Biomass Tracking in a Stochastic Predator-Prey System / Laura Martín-Fernández, Gianni Gilioli, Ettore Lanzarone, Joaquín Míguez, Sara Pasquali [and 2 others]
- Adaptive Bayes Test for Monotonicity / Jean-Bernard Salomond
- Bayesian Inference on Individual-Based Models by Controlling the Random Inputs / Michael Spence and Paul Blackwell
- Consistency of Bayesian Nonparametric Hidden Markov Models / Elodie Vernet
- Bayesian Methodology in the Stochastic Event Reconstruction Problems / Anna Wawrzynczak, Piotr Kopka and Mieczyslaw Borysiewicz
- Part II. Computational Bayes
- Efficient Fitting of Bayesian Regression Models with Spatio-Temporally Varying Coefficients / Mark Bass and Sujit Sahu
- PAWL-Forced Simulated Tempering / Luke Bornn
- Approximate Bayesian Computation for the Elimination of Nuisance Parameters / Clara Grazian
- Reweighting Schemes Based on Particle Methods / Reinaldo Marques and Geir Storvik
- A Bayesian Nonparametric Framework to Inference on Totals of Finite Populations / Juan Carlos Martínez-Ovando, Sergio I. Olivares-Guzmán and Adriana Roldán-Rodríguez
- Parallel Slice Sampling / Teresa Pietrabissa and Simone Rusconi
- Approximate Bayesian Computation in Quantile Regression / Antonio Pulcini
- Part III. Bayes @ Work: Appraisal of Applications to the Real World
- Spatiotemporal Model for Short-Term Predictions of Air Pollution Data / Francesca Bruno and Lucia Paci
- Predicting Rainfall Fields from Lightning Records: A Hierarchical Bayesian Approach / Edmondo Di Giuseppe, Giovanna Jona Lasinio, Massimiliano Pasqui and Stanislao Esposito
- Bayesian Approach to Environmental Problem Based on PFLOTRAN Package / Orest Dorosh, Henryk Wojciechowicz and Piotr Kopka
- Bayesian Hierarchical Modeling of Growth via Gompertz Model: An Application in Poultry / Emre Karaman, Ebru Kaya, Dogan Narinc and Mehmet Z. Firat
- Bayesian Prediction of SMART Power Semiconductor Lifetime with Bayesian Networks / Kathrin Plankensteiner, Olivia Bluder and Jürgen Pilz
- Consumer-Oriented New-Product Development in Fruit Flavor Breeding: A Bayesian Approach / Lebeyesus M. Tesfaye, Ivo A. van der Lans, Marco C.A.M. Bink, Bart Gremmen and Hans C.M. van Trip
- Bayesian Layer Counting in Ice-Cores: Reconstructing the Time Scale / J.J. Wheatley, P.G. Blackwell, N.J. Abram and E.W. Wolff
- Part IV. A Bayesian Approach to Biostatistics and Health Sciences
- Bayesian Analysis and Prediction of Patients' Demands for Visits in Home Care / Raffaele Argiento, Alessandra Guglielmi, Ettore Lanzarone and Inad Nawajah
- Exploiting Adaptive Bayesian Regression Shrinkage to Identify Exome Sequence Variants Associated with Gene Expression / E.M. Boggis, M. Milo and K. Walters
- Randomized Phase II Trials: A Bayesian Two-Stage Design / Matteo Cellamare, Valeria Sambucini and Federica Siena
- Bayesian Matrix Factorization for Outlier Detection: An Application in Population Genetics / Nicolas Duforet-Frebourg and Michael G.B. Blum
- Noise Model Selection for Multichannel Diffusion-Weighted MRI / Edward Knock, Theodore Kypraios, Paul Morgan and Stamatios Sotiropoulos
- Analysis of Hospitalizations of Patients Affected by Chronic Heart Disease / Alice Parodi, Francesca Ieva, Alessandra Guglielmi and Raffaele Argiento
- A Semiparametric Bayesian Multivariate Model for Survival Probabilities After Acute Myocardial Infarction / Elena Prandoni, Alessandra Guglielmi, Francesca Ieva and Anna Maria Paganoni
- Particle Learning Approach to Bayesian Model Selection: An Application from Neurology / Simon Taylor, Gareth Ridall, Chris Sherlock and Paul Fearnhead
- Part V. Bayesian Models for Stochastic and Economic Processes
- Analysis of Italian Financial Market via Bayesian Dynamic Covariance Models / Daniele Durante
- Bayesian Model Selection of Regular Vine Copulas / Lutz F. Gruber and Claudia Czado
- Analysis of Exchange Rates via Multivariate Bayesian Factor Stochastic Volatility Models / Gregor Kastner, Sylvia Frühwirth-Schnatter and Hedibert F. Lopes
- On Some Stationary Models: Construction and Estimation / Consuelo R. Nava, Ramsés H. Mena and Igor Prünster
- Claim Sizes in the Compound Poisson Process from a Bayesian Viewpoint / Gamze Özel
- Land Rental Market and Agricultural Production Efficiency: A Bayesian Perspective / Haoran Yang
- Part VI. Suggestions for Young Researchers
- The Point Is ... to Publish? / Fulvia Mecatti.