June, 17-21, 2013
|
PROGRAMME |
· [13.00- ]
Registration
· [14.00-16.00]
Brief review of Bayesian Analysis and Introduction to stochastic search
variable selection (SSVS)
· [16.00-16.30]
Break
· [16.30-17.30]
Extensions of SSVS to other linear models
· [17.30-17.40] Break
· [17.40-19.00]
Participants' Talks (20 minutes each)
1.
Silvia Bozza - The
evaluation of handwriting evidence in forensic science in the form of
multivariate data
2.
Paola Cerchiello - Bayesian credit ratings
3. Giorgio Corani - An ensemble of Bayesian networks for multilabel
classification
4. Marzia
Cremona - Clustering of ChIP-Seq data through peak shape
· [19.30-21.30]
Welcome buffet at Villa del Grumello
· [09.00-10.30]
Demonstration of a SSVS implementation in Matlab
· [10.30-11.00]
Break
· [11.00-12.30]
Case studies
·
Lunch at Villa del Grumello
· [14.00-16.00]
PRACTICAL SESSION:
· [16.00-16.15]
Break
· [16.15-17.35]
Participants' Talks (20 minutes each)
1.
Georg Kropat - Machine
learning based mapping of indoor radon concentrations in
2. Daniela Pauger - Analysing formalisation of management accounting by Bayesian variable
selection in a cumulative logit model
3. Florian
Stimberg - MCMC
inference for Poisson processes with Chinese restaurant process driven rate --
with an application to neural spike trains
4.
Anja Zernig - Device
level maverick screening
· [09.00-10.30]
Integrating a priori biological information into the SSVS models
· [10.30-11.00]
Break
· [11.00-13.00]
PRACTICAL SESSION:
· [13.00- ] Free
afternoon and evening
· [09.00-11.00]
Graphical models for genomic data integration
· [11.00-11.30]
Break
· [11.00-12.30]
Variable selection in mixture models for clustering and discriminant
analysis
·
Lunch at Villa del Grumello
· [14.00-15.30] Case
study in imaging genetics
· [15.30-16.00]
Break
· [16.00-18.00]
PRACTICAL SESSION:
· [19.30- ] Farewell
dinner at Il Solito Posto - Via Lambertenghi
9
· [09.00-11.00]
Other topics (non-linear models, functional data)
· [11.00-11.30]
Break
· [11.30-13.00]
Other topics