CLADAG PROGRAM October 10, 2015
08.30 – 09. 30 INVITED Alfredo Rizzi: The man and his work Nautilus Room
Chair: F. Mola
Alfredo Rizzi: an ante-litteram (early forerunner) data scientist – C.N. Lauro
Alfredo Rizzi President of the Italian Statistical Society – N. Torelli
The scientific and academic work of Alfredo Rizzi – M. Vichi
08.30 – 09. 30 SAT1 Access to bank credit and SME financing Part 1 Astrea Room
Chair: S. Rossi
Sovereign stress, unconventional monetary policy, and SME access to finance – A. Ferrando, A. Popov, G.F. Udell
Creditor protection, judicial enforcement and credit access – A. Moro, D. Maresch, A. Ferrando
09.30 – 10. 40 SOL15 Recent developments in statistical analysis of network data Cyprea Room
Chair: D. De Stefano
Game Theory and Network models for the reconstruction of archeological networks – V. Amati, U. Brandes
A model for clustering a spatial network with application to Local Labour System identification – S. Zaccarin, F. Paoli, N. Torelli
On the sampling distributions of the ML estimators in network effect models – M. La Rocca, G.C. Porzio, M.P. Vitale, P. Doreian
Correspondence analysis with doubling for two-mode valued networks – D. D’Ambrosio, G. Ragozini, D. De Stefano
09.30 – 10. 40 SOL16 Current challenges in clustering and classification of biomedical data Nautilus Room
Chair: A.F.X. Wilhelm
Semantic multi classifier systems for the detection of aging related processes – H.A. Kestler, L. Lausser, L.R. Schirra, F. Schmid
Emotion recognition in human computer interaction using multiple classifier systems – F. Schwenker
Ensemble of selected classifiers – B. Lausen, A. Gul, Z. Khan, O. Mahmoud
09.30 – 10. 40 CONTR15 Complex models for finance and economics Alvania Room
Chair: F. Finazzi
Bayesian Networks for Stock Picking – A. Greppi, M.E. De Giuli, C. Tarantola
Portfolio selection with Lasso algorithm – S. Facchinetti, R. Bramante, D. Zappa
Sunspots and hopf bifurcations in economic models with Externalities – B. Venturi, A. Pirisinu
09.30 – 10. 40 SAT2 Access to bank credit and SME financing Part 2 Astrea Room
Chair: S. Rossi
Sources of the small firm financing premium: European evidence – F. McCann, S. Holton
Credit access for female firms: evidence from a survey on European SMEs – V. Vacca, M.L. Stefani
Bank financing and gender discrimination: some empirical evidence on European SMEs – S. Rossi, E. Galli, D.V. Mascia
10.40 – 11. 10 COFFEE BREAK
11.10 – 12. 15 SPEC9 Selecting a mixture model with a clustering focus Cyprea Room
Chair: G. Celeux – Discussant: A. Montanari
Clustering in finite mixtures using an Integrated Completed Likelihood criterion – R. Rastelli, M. Bertoletti, N. Friel
Estimation and model selection for model-based clustering with the conditional classification likelihood – J.P. Baudry
On the different ways to compute the Integrated Completed Likelihood criterion – G. Celeux
11.10 – 12. 15 SPEC10 Exploring relationships between blocks of variables Nautilus Room
Chair: G. Russolillo – Discussant: V. Esposito Vinzi
Weighted multiblock clustering – N. Niang, M. Outtara
THEME: THEmatic Model Exploration through Multiple Co-Structure maximisation: method and software – X. Bry, T. Verron
A new component-based approach of regularization for multivariate generalized linear regression – C. Trottier, X. Bry, F. Mortier, G. Cornu
11.10 – 12. 15 SAT3 Access to bank credit and SME financing Part 3 Astrea Room
Chair: R. Malavasi
SMEs sources of funds: more capital or more debt to sustain growth? An empirical analysis – M. Brogi
Asset correlations and SME credit access – G. Gabbi, P. Vozzella
Credit supply and bank interest rates in the Italian Regions – R. Malavasi, M. Aliano
12.15 – 13. 05 KEY3 KEYNOTE3 – Chair: F. Palumbo Nautilus Room
Eigenvalues in mixture modeling: geometric, robustness and computational issues S. Ingrassia
13.05 – 13. 45 Closing ceremony Nautilus Room