Description |
1 online resource (x, 214 pages) : illustrations (some color) |
Series |
Springer Proceedings in Mathematics & Statistics, 2194-1009 ; volume 63 |
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Springer proceedings in mathematics & statistics ; v. 63. 2194-1009
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
English |
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UofL: Multi-user access |
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Online resource; title from PDF title page (SpringerLink, viewed November 25, 2013) |
In |
Springer eBooks |
Subject |
Bayesian statistical decision theory -- Congresses
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Statistics.
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Statistics as Topic
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statistics.
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MATHEMATICS -- Applied.
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MATHEMATICS -- Probability & Statistics -- General.
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Statistics
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Bayesian statistical decision theory
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Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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Form |
Electronic book
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Author |
Lanzarone, Ettore, editor
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Ieva, Francesca, editor
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ISBN |
9783319020846 |
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3319020846 |
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3319020838 |
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9783319020839 |
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