BAYSM 2013
BAYESIAN YOUNG STATISTICIANS MEETING 2013
CNR-IMATI, Milan (MI), Italy
June, 5-6, 2013
Programme
DOWNLOAD THE OPENING AND CLOSURE PRESENTATION
Wednesday June 5th:
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9:00-9:30
Registration
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9:30-10:00
Meeting welcome
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10:00-11:00
Plenary lecture Some subjective thoughts about Bayesian statistics
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Sonia Petrone (Full Professor and Director of the PhD in Statistics, Department of Decision Sciences, Università Bocconi, Milan, Italy)
Bayesian statistics has been impressively developing in the last decades and Bayesian methods are more and more popular in a wide range of applied fields. Somehow countertrend, this talk is a subjective look back, an excursus on a subjective non exhaustive choice of basic problems that perhaps are not so familiar to young Bayesians but may be worth to recall. Old problems, new challenges, theory and applications: there is a lot going on for young researchers and the aim of this talk is to encourage discussion from the floor more than giving definite solutions.
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11:00-11:30
Mini break
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11:30-13:00
Technical lecture "The point is... to publish?"
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Fulvia Mecatti (Full Professor of Statistics and Director of the Ph.D. Program in Statistics, University of Milan-Bicocca, Milan, Italy) |
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13:00-14:00
Break for lunch
Lunch is not organised by the conference - you can find places close to the reference venue on the conference venue map
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14:00-15:40
TALK SESSION (A)
Bayes @ work: appraisal of applications to the real world
Discussant: Piercesare Secchi
- Talk A.1 (paper no. 9)
Predicting rainfall fields from lightnings records: a hierarchical Bayesian approach
Di Giuseppe E.
- Talk A.2 (paper no. 19)
Bayesian hierarchical modeling of growth via Gompertz model: an application in poultry
Karaman E.
- Talk A.3 (paper no. 33)
Bayesian prediction of SMART power semiconductor lifetime with Bayesian networks
Plankensteiner K.
- Talk A.4 (paper no. 40)
Consumer-oriented new-product development in fruit flavour breeding - a Bayesian approach
Tesfaye L.M.
- Talk A.5 (paper no. 43)
Bayesian layer-counting in ice-cores - reconstructing the time scale
Wheatley J.J.
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15:40-
Refreshments
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15:45-17:00
POSTER SESSION
Discussant: Bruno Betrò
- Poster P.1 (paper no. 7)
Randomized phase II trials: a Bayesian two-stage design
Cellamare M.
- Poster P.2 (paper no. 10)
A simple proof for the multinomial version of representation theorem
Diniz M.A.
- Poster P.3 (paper no. 11)
An approach to environmental problem based on PFLOTRAN package
Dorosh O.
- Poster P.4 (paper no. 23)
Reweighting schemes based on particle methods
Marques R.
- Poster P.5 (paper no. 18)
Bayesian analysis and prediction of patients' demands for visits in home care
Nawajah I.
- Poster P.6 (paper no. 27)
Claim sizes in the compound Poisson process from a Bayesian viewpoint
Özel G.
- Poster P.7 (paper no. 28)
Spatio-temporal model for short-term predictions of air pollution data
Paci L.
- Poster P.8 (paper no. 29)
Analysis of hospitalizations of patients affected by chronic heart disease
Parodi A.
- Poster P.10 (paper no. 31)
Analysis of Ukrainian cargo transport industry through Bayesian inference and Kullback-Leibler information divergence
Pervukhin A.
- Poster P.11 (paper no. 35)
A semiparametric Bayesian multivariate model for survival probabilities after acute myocardial infarction
Prandoni E.
- Poster P.12 (paper no. 36)
Approximate Bayesian computation (ABC) in quantile regression
Pulcini A.
- Poster P.13 (paper no. 39)
Particle learning approach to Bayesian model selection: an application from neurology
Taylor S.
- Poster P.14 (paper no. 42)
Bayesian methodology in the stochastic event reconstruction problems
Wawrzynczak A.
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17:00-18:40
TALK SESSION (B)
Bayesian models for stochastic and economic processes
Discussant: Refik Soyer
- Talk B.1 (paper no. 14)
Locally adaptive Bayesian covariance regression
Durante D.
- Talk B.2 (paper no. 17)
Bayesian model selection of regular vine copulas
Gruber L.
- Talk B.3 (paper no. 20)
Efficient Bayesian inference for multivariate factor stochastic volatility models
Kastner G.
- Talk B.4 (paper no. 26)
Poisson driven stationary Markovian models
Nava C.R.
- Talk B.5 (paper no. 44)
Land rental market and agricultural production efficiency: a Bayesian perspective
Yang H.
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19:30-
Informal dinner at Trattoria del sole
Thuesday June 6th:
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9:00-10:40
PARALLEL TALK SESSION (C)
Theoretical Bayes
Discussant: Bruno Sansò
- Talk C.1 (paper no. 4)
Time-varying parameter models - achieving shrinkage and variable selection
Bitto A.
- Talk C.2 (paper no. 12)
A sequential Monte Carlo framework for adaptive Bayesian model discrimination designs using mutual information
Drovandi C.C.
- Talk C.3 (paper no. 25)
Joint parameter estimation and biomass tracking in a stochastic predator-prey system
Martín-Fernández L.
- Talk C.4 (paper no. 37)
Adaptive Bayes test for monotonicity
Salomond J.B.
- Talk C.5 (paper no. 41)
Consistency of Bayesian nonparametric hidden Markov models
Vernet E.
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9:00-10:40
PARALLEL TALK SESSION (D)
Computational Bayes
Discussant: Antonio Pievatolo
- Talk D.1 (paper no. 3)
Efficient fitting of Bayesian regression models with spatio-temporally varying coefficients
Bass M.
- Talk D.2 (paper no. 6)
Scalable automation of Monte Carlo methods
Bornn L.
- Talk D.3 (paper no. 16)
Approximate Bayesian computation for the elimination of nuisance parameters
Grazian C.
- Talk D.4 (paper no. 24)
Bayesian inference of money flows due to international travelers on planned and unplanned domains
Martínez-Ovando J.C.
- Talk D.5 (paper no. 32)
Parallel slice sampling
Pietrabissa T.
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10:40-11:00
Refreshments
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11:00-12:30
PARALLEL TALK SESSION (E)
A Bayesian approach to bio-statistics and health sciences
Discussant: Darren Wilkinson
- Talk E.1 (paper no. 5)
Exploiting adaptive Bayesian regression shrinkage to identify exome sequence variants
associated with gene expression
Boggis E.
- Talk E.2 (paper no. 13)
Bayesian matrix factorization for outlier detection: an application in population genetics
Duforet-Frebourg N.
- Talk E.3 (paper no. 15)
Examining the structure of spatial health effects using hierarchical Bayes models
Eibich P.
- Talk E.4 (paper no. 21)
Noise model selection for multichannel diffusion-weighted MRI
Knock E.
- Talk E.5 (paper no. 34)
Applying semiparametric Bayesian IV on health economic data
Posekany A.
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11:00-12:30
PARALLEL TALK SESSION (F)
Insights of Bayesian methods for estimation and inference
Discussant: Alessandra Guglielmi
- Talk F.1 (paper no. 1)
A nonparametric model for stationary time series
Antoniano-Villalobos I.
- Talk F.2 (paper no. 2)
Estimation of optimally combine-biomarker accuracy
in the absence of a gold standard reference test
Barrado L.G.
- Talk F.3 (paper no. 8)
On Bayesian transformation selection: problem formulation and preliminary results
Charitidou E.
- Talk F.4 (paper no. 22)
Identifying mixtures of mixtures using Bayesian estimation
Malsinier-Walli G.
- Talk F.5 (paper no. 38)
Bayesian inference on individual-based models by controlling the random inputs
Spence M.
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12:30-13:00
Meeting farewell
Last update: July 3, 2013
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