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  • Conference proceedings
  • © 2014

The Contribution of Young Researchers to Bayesian Statistics

Proceedings of BAYSM2013

  • Plenary lecturers and senior discussants of BAYSM 2013 provide a discussion of recent developments in Bayesian statistics
  • Highlights contributions of young researchers to BAYSM 2013 through comprehensive research papers
  • Includes suggested research topics and predictions for the future of Bayesian statistics
  • Includes supplementary material: sn.pub/extras

Part of the book series: Springer Proceedings in Mathematics & Statistics (PROMS, volume 63)

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Table of contents (39 papers)

  1. Front Matter

    Pages i-x
  2. Theoretical Bayes

    1. Front Matter

      Pages 1-1
    2. A Nonparametric Model for Stationary Time Series

      • Isadora Antoniano-Villalobos, Stephen G. Walker
      Pages 3-6
    3. Estimation of Optimally Combined-Biomarker Accuracy in the Absence of a Gold Standard Reference Test

      • Leandro Garcia Barrado, Elisabeth Coart, Tomasz Burzykowski
      Pages 7-10
    4. On Bayesian Transformation Selection: Problem Formulation and Preliminary Results

      • E. Charitidou, D. Fouskakis, I. Ntzoufras
      Pages 11-14
    5. A Sequential Monte Carlo Framework for Adaptive Bayesian Model Discrimination Designs Using Mutual Information

      • Christopher C. Drovandi, James M. McGree, Anthony N. Pettitt
      Pages 19-22
    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 et al.
      Pages 23-27
    7. Adaptive Bayes Test for Monotonicity

      • Jean-Bernard Salomond
      Pages 29-33
    8. Bayesian Methodology in the Stochastic Event Reconstruction Problems

      • Anna Wawrzynczak, Piotr Kopka, Mieczyslaw Borysiewicz
      Pages 45-49
  3. Computational Bayes

    1. Front Matter

      Pages 51-51
    2. PAWL-Forced Simulated Tempering

      • Luke Bornn
      Pages 61-65
    3. Reweighting Schemes Based on Particle Methods

      • Reinaldo Marques, Geir Storvik
      Pages 73-76
    4. A Bayesian Nonparametric Framework to Inference on Totals of Finite Populations

      • Juan Carlos Martínez-Ovando, Sergio I. Olivares-Guzmán, Adriana Roldán-Rodríguez
      Pages 77-80
    5. Parallel Slice Sampling

      • Teresa Pietrabissa, Simone Rusconi
      Pages 81-84

About this book

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.

Editors and Affiliations

  • CNR-IMATI, Milan, Italy

    Ettore Lanzarone

  • Politecnico di Milano, Milan, Italy

    Francesca Ieva

About the editors

Ettore Lanzarone is a Permanent Researcher at the division of Milan of the Institute of Applied Mathematics and Information Technology (IMATI) of the National Research Council of Italy (CNR), Milan, Italy. He is also Adjunct Professor Mathematical Analysis at the Politecnico di Milano, Milan, Italy. He obtained his Ph.D. in Bioengineering in June 2008 at the Politecnico di Milano, and his master degree in Biomedical Engineering cum laude in April 2004 at the Politecnico di Milano. He is member of the European Working Group on Operational Research Applied to Health Services (ORAHS) and of the Italian National Bioengineering Group (GNB).  His current research interests include: parameter estimation and stochastic evolution of dynamic systems described by ordinary and partial differential equations; stochastic models for estimating the demand and planning the activities in healthcare structures; modelling and in-vitro studies of the cardiovascular fluid dynamics.

 

Francesca Ieva is a Postdoctoral Research Fellow at the Modeling and Scientific Computing Lab (MOX), Department of Mathematics, Politecnico di Milano, Milan, Italy. She obtained her Ph.D. in Mathematical Models and Methods for Engineering and her master degree in Mathematical Engineering at the Politecnico di Milano in 2012 and 2008, respectively. She is member of ISBA (and Program Chair of the junior section), RSS, SIS (and Chair of the young section) and SIAM. Her research activities include Statistical Learning in Biomedical context, focused on modelling data arising from integration of clinical surveys and administrative databanks, Clinical Biostatistics, Healthcare assessment, Mixed Effects Models and Semi-parametric Bayesian hierarchical models, Depth Measures and Multivariate Functional Data Analysis for applications to ECG signals, Multi State Models for the analysis of chronic diseases progression like heart failures.

Bibliographic Information

Buy it now

Buying options

eBook USD 129.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 169.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book USD 169.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access