Recent Publications in Refereed Journals

 

  1.  
    1. Bailly-Bechet, M., Braunstein, A., Pagnani, A., Weigt, M. and Zecchina R. (2010). Inference of sparse combinatorial-control networks from gene-expression data: a message passing approach. BMC bioinformatics 11, 355.
    1. Bradde, S., Braunstein, A., Mahmoudi, H., Tria, F., Weigt, M. and Zecchina, R. (2010). Aligning graphs and finding substructures by a cavity approach. Europhysics Letters 89, 37009.
    2. Cerreia-Vioglio, S., Maccheroni, F., Marinacci, M. and Montrucchio, L. (2010). Risk measures: rationality and diversication. Mathematical Finance, in press.
    3. De Blasi, P., James, L.F. and Lau, J.W. (2010). Bayesian nonparametric estimation and consistency of Mixed Multinomial Logit choice models. Bernoulli 16, 679-704.
    4. De Blasi, P. Favaro, S. and Muliere, P. (2010). A class of neutral to the right priors induced by superposition of beta processes. Journal of Statistical Planning and Inference 140, 1563-1575.
    5. Epifani, I. and Lijoi, A. (2010). Nonparametric priors for vectors of survival functions. Statistica Sinica 20, 1455-1484.
    6. Favaro, S., Prünster, I. and Walker, S. G. (2010). On a class of random probability measures with general predictive structure. Scandinavian Journal of Statistics, in press.
    7. Favaro, S. and Walker, S. G. (2010). On the distribution of sums of Exponential random variables via Wilks' integral representation. Acta Applicandae Mathematicae 109, 1035-1042.
    8. Fontana, R. and Pistone, G. (2010). 2-level fractional factorial designs which are the union of non trivial regular designs. Journal Of Statistical Theory And Practice 4, 181-202.
    9. Fontana, R. and Pistone, G. (2010). Anticipating italian census tourism data before their official release: a first solution and its implementation to piemonte, Italy. The International Journal of Tourism Research 12, 472-480.
    10. James, L.F., Lijoi, A. and Prünster, I. (2010). On the posterior distribution of classes of random means. Bernoulli 16, 155-180.
    11. Marinacci, M. and Montrucchio, L. (2010). Unique solutions for stochastic recursvie utilities. Journal of Economic Theory 145, 1776-1804.
    12. Martinelli, A., Ruggiero, M. and Walker, S.G. (2010). A note on convergence rates for posterior distributions via large deviations techniques. Statistical Papers 51, 337-347.
    13. Pistone G., Vicario G (2010). Comparing and generating Latin Hypercube designs in Kriging models. Asta Advances in Statistical Analysis 94, 353-366.
    1. Altarelli, F., Braunstein, A., Realpe-Gomez, J. and Zecchina, R. (2009). Statistical mechanics of budget-constrained auctions. Journal of Statistical Mechanics, P07002.
    2. Bailly-Bechet, M., Bradde, S., Braunstein, A., Flaxman, A., Foini, L. and Zecchina R. (2009). Clustering with shallow trees. Journal of Statistical Mechanics, P12010.
    3. De Blasi, P. Peccati, G. and Pruenster I. (2009). Asymptotics for posterior hazards. The Annals of Statistics 37, 1906-1945.
    4. De Blasi, P. and Hjort, N.L. (2009). The Bernstein-von Mises theorem in semiparametric competing risks models. Journal of Statistical Planning and Inference 139, 2316-2328.
    5. Draghicescu, D. and Ignaccolo, R. (2009). Modeling threshold exceedance probabilities of spatially correlated time series. Electronic Journal of Statistics 3, 149–164.
    6. Favaro, S., Ruggiero, M. and Walker, S.G. (2009). On a Gibbs sampler based random process in Bayesian nonparametrics. Electronic Journal of Statistics 3, 1556-1566.
    7. Favaro, S., Lijoi A., Mena, R.H. and Prünster, I. (2009). Bayesian nonparametric inference for species variety with a two parameter Poisson-Dirichlet process prior. Journal of the Royal Statistical Society Series B 71, 993-1008.
    8. James, L.F., Lijoi, A. and Prünster, I. (2009). Posterior analysis for normalized random measures with independent increments. Scandinavian Journal of Statistics 36, 76-97.
    9. Lijoi, A. and Prünster, I. (2009). Distributional properties of means of random probability measures. Statistics Surveys 3, 47-95.
    10. Nieto-Barajas, L.E. and Prünster, I. (2009). A sensitivity analysis for Bayesian nonparametric density estimators. Statistica Sinica 19, 685-705.
    11. Pistone, G. (2009). κ-exponential models from the geometrical viewpoint. The European Phisical Journal B Condensed Matter Physics 71, 29-37.
    12. Ruggiero, M. and Walker, S.G. (2009). Countable representation for infinite-dimensional diffusions derived from the two parameter Poisson-Dirichlet process. Electronic Communications in Probability 14, 501-517.
    13. Ruggiero, M. and Walker, S.G. (2009). Bayesian nonparametric construction of the Fleming-Viot process with fertility selection. Statistica Sinica 19, 707-720.
    1. Altarelli, F., Monasson, R. and Zamponi, F. (2008). Relationship between clustering and algorithmic phase transitions in the random k-XORSAT model and its NP-complete extensions. Journal of Physics: Conference Series 95, 012013.
    2. Bayati, M., Borgs, C., Braunstein, A., Chayes, J., Ramezanpour, A. and Zecchina, R. (2008). Statistical Mechanics of Steiner trees. Physical Review Letters 101, 037208.
    3. Bayati, M., Borgs, C., Chayes, J. and Zecchina, R. (2008). On the exactness of the cavity method for Weighted b-Matchings on Arbitrary Graphs and its Relation to Linear Programs. Journal of Statistical Mechanics, L06001.
    4. Bayati, M., Braunstein, A. and Zecchina, R. (2008). A rigorous analysis of the cavity equations for the minimum spanning tree. Journal of Mathematical Physics 49, 125206.
    5. Bianconi, G. and Zecchina, R. (2008). Viable flux distribution in metabolic networks. Networks and Heterogeneous Media 3, 361-369.
    6. Braunstein, A., Mulet, R. and Pagnani, A. (2008). Estimating the size of the solution space of metabolic networks. BMC Bioinformatics 9, 240.
    7. Braunstein, A., Pagnani, A., Weigt, M. and Zecchina, R. (2008). Inference algorithms for gene networks: A statistical-mechanics analysis. Journal of Statistical Mechanics, P12001.
    8. Dall'Asta, L., Ramezanpour, A. and Zecchina, R. (2008). Entropy landscape and non-Gibbs solutions in constraint satisfaction problems. Physical Review E 77, 031118.
    9. Daude', H., Mezard, M., Mora, T. and Zecchina, R. (2008). Pairs of SAT Assignments and Clustering in Random Boolean Formulae. Theoretical Computer Science 393, 260-279.
    10. Favaro, S. and Walker, S. G. (2008). A generalized constructive definition for the Dirichlet process. Statistics and Probability Letters 78, 2836-2838.
    11. Ignaccolo, R., Ghigo, S. and Giovenali, E. (2008). Analysis of air quality monitoring networks by functional clustering. Environmetrics 19, 672-686.
    12. Ignaccolo, R. and Ribecco, N. (2008). Model testing for spatially correlated data. Annales de l'Institut de Statistique de l'Université de Paris 52, 27-42.
    13. James, L.F., Lijoi, A. and Prünster, I. (2008). Distributions of linear functionals of two parameter Poisson-Dirichlet random measures. The Annals of Applied Probability 18, 521-551.
    14. Lijoi A., Mena, R.H. and Prünster, I. (2008). A Bayesian Nonparametric approach for comparing clustering ctructures in EST libraries. Journal of Computational Biology 15, 1315-1327.
    15. Lijoi, A., Prünster, I. and Walker, S.G. (2008). Posterior analysis for some classes of nonparametric models. Journal of Nonparametric Statistics 20, 447-457.
    16. Lijoi, A., Prünster, I. and Walker, S.G. (2008). Bayesian nonparametric estimators derived from conditional Gibbs structures. The Annals of Applied Probability 18, 1519-1547.
    17. Lijoi, A., Prünster, I. and Walker, S.G. (2008). Investigating nonparametric priors with Gibbs structure. Statistica Sinica 18, 1653-1668.
    18. Montrucchio, L. and Marinacci, M. (2008). On concavity and supermodularity. Journal of Mathematical Analysis and Applications 344, 642-654.
    19. Montrucchio, L. and Semeraro, P. (2008). Refinement derivatives and values of games. Mathematics of Operations Research 33, 97-118.
    20. Peccati, G. and Prünster, I. (2008). Linear and quadratic functionals of random hazard rates: an asymptotic analysis. The Annals of Applied Probability 18, 1910-1943.
    21. Pistone, G. and Rogantin, M.P. (2008). Indicator function and complex coding for mixed fractional factorial designs. Journal of Statistical Planning and Inference 138, 787-802.
    22. Pistone G., Rogantin M.P. (2008). Algebraic statistics of level codings for fractional factorial designs. Journal of Statistical Planning and Inference 138, 234-244.
    1. Altarelli, F., Monasson, R. and Zamponi, F. (2007). Can rare SAT formulae be easily recognized? On the efficiency of message-passing algorithms for K-SAT at large clause-to-variable ratios. Journal of Physics A: Mathematical and Theoretical 40, 867-86.
    2. Baldassi, C., Braunstein, A., Brunel, N. and Zecchina R. (2007). Efficient supervised learning in networks with binary synapses. BMC Neuroscience 8, S13.
    3. Cena, A. and Pistone, G. (2007). Exponential statistical manifold. Annals of the Institute of Statistical Mathematics 59, 27–56, 2007.
    4. Consonni, G. and Pistone, G. (2007). Bayesian analysis of contingency tables with possibly zero-probability cells. Statistica Sinica 17, 1355-1370.
    5. De Blasi, P. and Hjort, N.L. (2007). Bayesian survival analysis in proportional hazard models with logistic relative risk. Scandinavian Journal of Statististics 34, 229-257.
    6. Lijoi, A., Mena, R.H. and Prünster, I. (2007). A Bayesian nonparametric method for prediction in EST analysis. BMC Bioinformatics 8, 339.
    7. Lijoi, A., Mena, R.H. and Prünster, I. (2007). Bayesian nonparametric estimation of the probability of discovering a new species. Biometrika 94, 769-786.
    8. Lijoi, A., Mena, R.H. and Prünster, I. (2007). Controlling the reinforcement in Bayesian nonparametric mixture models. Journal of the Royal Statistical Society Series B 69, 715-740.
    9. Lijoi, A., Prünster, I. and Walker, S.G. (2007). On convergence rates for nonparametric posterior distributions. Australian & New Zealand Journal of Statistics 49, 209-219.
    10. Lijoi, A., Prünster, I. and Walker, S.G. (2007). Bayesian consistency for stationary models. Econometric Theory 23, 749-759.
    11. Mahmoudi, H., Pagnani, A., Weigt, M. and Zecchina, R. (2007). Propagation of external regulation and asynchronous dynamics in random Boolean networks. CHAOS, 026109.
    12. Manski, C.F. and Tetenov, A. (2007). Admissible Treatment Rules for a Risk-Averse Planner with Experimental Data on an Innovation. Journal of Statistical Planning and Inference 137, 1998-2010.
    13. Montrucchio, L. and Scarsini, M. (2007). Large newsvendor games. Games and Economic Behavior 58, 316-337.
    14. Walker, S.G., Lijoi, A. and Prünster, I. (2007). On rates of convergence for posterior distributions in infinite-dimensional models. The Annals of Statistics 35, 738-746.

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