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Author Bayesian Young Statisticians Meeting (2nd : 2014 : Vienna, Austria) (1st : 2013 : Milan, Italy)

Title The contribution of young researchers to Bayesian statistics : proceedings of BAYSM2013 / Ettore Lanzarone, Francesca Ieva, editors
Published Cham : Springer, 2014
Table of Contents
pt. I Theoretical Bayes 
1.A Nonparametric Model for Stationary Time Series / Stephen G. Walker3
2.Estimation of Optimally Combined-Biomarker Accuracy in the Absence of a Gold Standard Reference Test / Tomasz Burzykowski7
3.On Bayesian Transformation Selection: Problem Formulation and Preliminary Results / I. Ntzoufras11
4.A Simple Proof for the Multinomial Version of the Representation Theorem / Adriano Polpo15
5.A Sequential Monte Carlo Framework for Adaptive Bayesian Model Discrimination Designs Using Mutual Information / Anthony N. Pettitt19
6.Joint Parameter Estimation and Biomass Tracking in a Stochastic Predator---Prey System / Diego P. Ruiz23
7.Adaptive Bayes Test for Monotonicity / Jean-Bernard Salomond29
8.Bayesian Inference on Individual-Based Models by Controlling the Random Inputs / Paul Blackwell35
9.Consistency of Bayesian Nonparametric Hidden Markov Models / Elodie Vernet41
10.Bayesian Methodology in the Stochastic Event Reconstruction Problems / Mieczyslaw Borysiewicz45
pt. II Computational Bayes 
11.Efficient Fitting of Bayesian Regression Models with Spatio-Temporally Varying Coefficients / Sujit Sahu53
12.PAWL-Forced Simulated Tempering / Luke Bornn61
13.Approximate Bayesian Computation for the Elimination of Nuisance Parameters / Clara Grazian67
14.Reweighting Schemes Based on Particle Methods / Geir Storvik73
15.A Bayesian Nonparametric Framework to Inference on Totals of Finite Populations / Adriana Roldan-Rodriguez77
16.Parallel Slice Sampling / Simone Rusconi81
17.Approximate Bayesian Computation in Quantile Regression / Antonio Pulcini85
pt. III Bayes @ Work: Appraisal of Applications to the Real World 
18.Spatiotemporal Model for Short-Term Predictions of Air Pollution Data / Lucia Paci91
19.Predicting Rainfall Fields from Lightning Records: A Hierarchical Bayesian Approach / Stanislao Esposito95
20.Bayesian Approach to Environmental Problem Based on PFLOTRAN Package / Piotr Kopka101
21.Bayesian Hierarchical Modeling of Growth via Gompertz Model: An Application in Poultry / Mehmet Z. Firat105
22.Bayesian Prediction of SMART Power Semiconductor Lifetime with Bayesian Networks / Jurgen Pilz109
23.Consumer-Oriented New-Product Development in Fruit Flavor Breeding: A Bayesian Approach / Hans C.M. van Trijp113
24.Bayesian Layer Counting in Ice-Cores: Reconstructing the Time Scale / E.W. Wolff121
pt. IV A Bayesian Approach to Biostatistics and Health Sciences 
25.Bayesian Analysis and Prediction of Patients' Demands for Visits in Home Care / Inad Nawajah129
26.Exploiting Adaptive Bayesian Regression Shrinkage to Identify Exome Sequence Variants Associated with Gene Expression / K. Walters135
27.Randomized Phase II Trials: A Bayesian Two-Stage Design / Federica Siena139
28.Bayesian Matrix Factorization for Outlier Detection: An Application in Population Genetics / Michael G.B. Blum143
29.Noise Model Selection for Multichannel Diffusion-Weighted MRI / Stamatios Sotiropoulos149
30.Analysis of Hospitalizations of Patients Affected by Chronic Heart Disease / Raffaele Argiento155
31.A Semiparametric Bayesian Multivariate Model for Survival Probabilities After Acute Myocardial Infarction / Anna Maria Paganoni161
32.Particle Learning Approach to Bayesian Model Selection: An Application from Neurology / Paul Fearnhead165
pt. V Bayesian Models for Stochastic and Economic Processes 
33.Analysis of Italian Financial Market via Bayesian Dynamic Covariance Models / Daniele Durante171
34.Bayesian Model Selection of Regular Vine Copulas / Claudia Czado177
35.Analysis of Exchange Rates via Multivariate Bayesian Factor Stochastic Volatility Models / Hedibert F. Lopes181
36.On Some Stationary Models: Construction and Estimation / Igor Priinster187
37.Claim Sizes in the Compound Poisson Process from a Bayesian Viewpoint / Gamze Ozel193
38.Land Rental Market and Agricultural Production Efficiency: A Bayesian Perspective / Haoran Yang197
pt. VI Suggestions for Young Researchers 
39.The Point Is... to Publish? / Fulvia Mecatti203
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Description 1 online resource (x, 214 pages) : illustrations (some color)
Series Springer Proceedings in Mathematics & Statistics, 2194-1009 ; volume 63
Springer proceedings in mathematics & statistics ; v. 63. 2194-1009
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
Summary 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 their field. The Workshop, which took place June 5th and 6th 2013 at CNR-IMATI, Milan, has promoted further research in all the fields where Bayesian statistics may be employed under the guidance of renowned plenary lecturers and senior discussants. A selection of the contributions to the meeting and the summary of one of the plenary lectures compose this volume
Bibliography Includes bibliographical references and index
Notes Online resource; title from PDF title page (SpringerLink, viewed November 25, 2013)
Subject Bayesian statistical decision theory -- Congresses.
Statistics as Topic.
Genre/Form Congress.
Conference papers and proceedings.
Conference papers and proceedings.
Form Electronic book
Author Lanzarone, Ettore, editor
Ieva, Francesca, editor
ISBN 3319020838
3319020846 (electronic bk.)
9783319020839
9783319020846 (electronic bk.)