Lanzarone, Ettore

The Contribution of Young Researchers to Bayesian Statistics

Lanzarone, Ettore - The Contribution of Young Researchers to Bayesian Statistics, ebook


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Table of contents

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

Publication year
Springer Proceedings in Mathematics & Statistics
Natural Sciences

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