Publications
Non technical publications/interviews
1. Interview about Brexit: "Six months to Brexit: how scientists are preparing for the split"
Written by Ehsan Masood, Inga Vesper and Richard van Noorden.
Nature 561, Issue 7724, 2018. Link
Book Chapters
1. Species sampling priors for modeling dependence: an application to the detection of chromosomal aberrations
Nonparametric Bayesian Inference in Biostatistics, 97-114, 2015, Springer.
with E. Airoldi, F. Bassetti and M. Guindani.
Discussions
1. Latent Nested Nonparametric Priors by F. Camerlenghi, D. B. Dunson, A. Lijoi, I. Pruenster, A. Rodriguez
Bayesian Analysis, 14, 1303-1356, 2019. Link
with A. Riva Palacio.
2. Sparse Graph Using Exchangeable Random Measures by F. Caron and E. Fox
Journal of the Royal Statistical Society-Series B, 79, 1295-1366, 2017. Link
with J. Griffin.
Papers in refereed journals
48. A probabilistic view on predictive constructions for Bayesian learning
Statistical Science. Forthcoming.
with Patrizia Berti, Emanuela Dreassi, Pietro Rigo and Luca Pratelli
47. Generating knockoffs via conditional independence
Electronic Journal of Statistics, 18, 119-144, 2024.
with Emanuela Dreassi, Pietro Rigo and Luca Pratelli
46. Bayesian predictive inference without a prior
Statistica Sinica, 33, 2405-2429, 2023.
with Patrizia Berti, Emanuela Dreassi, Pietro Rigo and Luca Pratelli
45. Kernel based Dirichlet sequences
Bernoulli, Vol. 29, No. 2, 1321-1342, 2023. Link
with Patrizia Berti, Emanuela Dreassi, Pietro Rigo and Luca Pratelli
44. New Perspectives on Knockoffs construction
Journal of Statistical Planning and Inference, 223, 1-14, 2023. Link
with Patrizia Berti, Emanuela Dreassi, Pietro Rigo and Luca Pratelli
43. Survival regression models with dependent Bayesian nonparametric priors
Journal of the American Statistical Association - Theory and Method, 122, 1530-1539, 2022. Link
with A. Riva Palacio and J. Griffin
42. A Pólya-Gamma Sampler for a Generalized Logistic Regression
Journal of Statistical Computation and Simulation, 91, 2899-2916, 2021. Link
with L. Dalla Valle, W. Zhu and L. Rossini
41. Compound vectors of subordinators and their associated positive Lévy copulas
Journal of Multivariate Analysis 183, paper no. 104728, 2021. Link
with A. Riva Palacio
40. Two-groups Poisson-Dirichlet mixtures for multiple testing
Biometrics, 77, 622-633, 2021. Link
with F. Denti, M. Guindani, A. Lijoi, M. Vannucci and D. Wadsworth
39. Completely Random Measures and Lévy Bases in Free Probability
Electronic Journal of Probability, 26, paper no. 49, 1-41, 2021. Link
with F. Collet and S. Thorbjørnsen
38. A loss-based prior for Gaussian graphical models
Australian and New Zealand Journal of Statistics, 62, 444-466, 2020. Link
with L. Hinoveanu and C. Villa
37. On a Class of Objective Priors from Scoring Rules (with Discussion)
Bayesian Analysis, 15, 1345-1423, 2020. Link
with C. Villa and S. G. Walker
36. Loss-based approach to two-piece location-scale distributions with applications to dependent data
Statistical Methods & Applications, 29, 303-320, 2020. Link
with L. Rossini and C. Villa
35. Bayesian Analysis of Immigration in Europe with Generalized Logistic Regression
Journal of Applied Statistics, 47, 424-438, 2020. Link
with L. Dalla Valle, W. Zhu and L. Rossini
34. On a flexible construction of a negative binomial model
Statistics and Probability Letters, 152, 1-8, 2019. Link
with R. Mena, L.Rossini and F. Palma.
33. Modelling preference data with the Wallenius distribution
Journal of the Royal Statistical Society - Series A, 82, 533-558, 2019. Link
with C. Grazian and B. Liseo
32. Bayesian loss-based approach to change point analysis
Computational Statistics and Data Analysis, 129, 61-78, 2019. Link
with L. Hinoveanu and C. Villa
31. An approximate likelihood perspective on ABC methods
Statistics Surveys, 12, 66-104, 2018. Link
with G. Karabatsos.
30. Modelling and computation using NCoRM mixtures for density regression
Bayesian Analysis, 13, 897-916, 2018. Link
with J. Griffin.
29. Bayesian nonparametric estimation of survival functions with multiple-samples information
Electronic Journal of Statistics, 12, 1330-1357, 2018. Link
with A. Riva Palacio.
28. Limiting behaviour of the stationary search cost distribution driven by a generalized gamma process
Electronic Communications in Probability, 23, paper no. 11, 1-10, 2018. Link
with A. Kume and A. Lijoi.
27. Bayesian Nonparametric Conditional Copula Estimation of Twin Data
Journal of the Royal Statistical Society-Series C, 67, 523-548, 2018. Link
with L. Dalla Valle and L. Rossini.
26. Objective Bayesian Analysis of the Yule-Simon Distribution with Applications
Computational Statistics, 33, 99-126, 2018. Link
with L. Rossini and C. Villa.
25. Adaptive independent sticky MCMC algorithms
EURASIP Journal on Advances in Signal Processing, 5, 2018. Link
with R. Casarin, D Luengo and L. Martino.
24. Integrability conditions for Compound Random Measures
Statistics and Probability Letters, 135, 32-37, 2018. Link
with A. Riva Palacio.
23. Objective Bayesian modelling of insurance risks with the skewed Student-t distribution
Applied Stochastic Models in Business and Industry, 33, 136-151, 2017. Link
with Juan Miguel Marin and C. Villa.
22. Compound random measures and their use in Bayesian nonparametrics
Journal of the Royal Statistical Society-Series B, 79, 525-545, 2017. Link
with J. Griffin.
21. A note on the posterior inference for the Yule-Simon distribution
Journal of Statistical Computation and Simulation, 87, 1179-1188, 2017. Link
with L. Rossini and C. Villa.
20. Merging exchangeable occupancy models: the family M(a) and its connection with the
maximum entropy principle
Methodology and Computing in Applied Probability, 18, 979-997, 2016. Link
with F. Collet and F. Spizzichino.
19. Embarrassingly Parallel Sequential Markov Chain Monte Carlo for Large Sets of Time Series
Statistics and Its Interface, 9, 497-508, 2016. Link
Special issue on Statistical and Computational Theory and Methodology for Big Data.
with R. Casarin and R. Craiu.
18. A Bootstrap Likelihood approach to Bayesian Computation
Australian and New Zealand Journal of Statistics, 58, 227-244, 2016. Link
with Juan Miguel Marin and W. Zhu.
17. A Bayesian Beta Markov Random Field Calibration of the Term Structure of Implied Risk
Neutral Densities
Bayesian Analysis, 10, 791--819, 2015. Lindley Prize finalist. Link
with R. Casarin, G. Molina and E. ter Horst.
16. A multivariate extension of a vector of two-parameter Poisson-Dirichlet processes
Journal of Nonparametric Statistics, Vol 27, 89-105, 2015. Link
with W. Zhu.
15. Generalized Species Sampling Priors with Latent Beta reinforcements
Journal of the American Statistical Association-Theory and Methods, Vol. 109, 1466-1480, 2014. Link
with E. Airoldi, F. Bassetti, T. Costa and M. Guindani.
14. Beta-Product dependent Pitman-Yor Processes for Bayesian inference
Journal of Econometrics, Vol. 180, 49-72, 2014. Link
with F. Bassetti and R. Casarin.
13. Exchangeable Occupancy Models and Discrete Processes with the Generalized Uniform
Order Statistics Property
Probability in the Engineering and the Informational Sciences, vol. 27, 533-552, 2013. Link
with F. Collet, F. Spizzichino and F. Suter.
12. Interacting Multiple Try Algorithms with Different Proposal Distributions
Statistics and Computing, Vol. 23, 185-200, 2013. Link
with R. Casarin and R. Craiu.
11. A vector of Dirichlet processes
Electronic Journal of Statistics, Vol. 7, 62-90, 2013. Link
with A. Lijoi and D. Spanò.
10. Bayesian Model Selection for Beta Autoregressive Processes
Bayesian Analysis, 7, 385-410, 2012. Link
with R. Casarin and L. Dalla Valle.
9. Limiting behavior of the search cost distribution for the move-to-front rule in the stable case
Statistics and Probability Letters, 81, 1827-1832, 2011. Link
with A. Lijoi and C. Paroissin.
8. Vectors of two parameters Poisson Dirichlet Processes
The Journal of Multivariate Analysis, 102, 482-495, 2011. Link
with A. Lijoi.
7. A note on Variance bounding for continuous time Markov Chains
Statistics and Probability Letters, 81, 153-156, 2011. Link
with C. Prosdocimi.
6. Maximal flows in branching trees and binary search trees
Methodology and Computing in Applied Probability, 13, 475-486, 2011. Link
with F. Bassetti.
5. Conditionally identically distributed species sampling sequences
Advances in Applied Probability, 42, Volume 2, 433-459, 2010. Link
with F. Bassetti and I. Crimaldi.
4. A new multinomial model and a zero variance estimation
Communications in Statistics-Simulation and Computation, Volume 39 Issue 4, 846-859, 2010. Link
with L. Dalla Valle.
3. Covariance Ordering for discrete and continuous time Markov Chains
Statistica Sinica 19, Volume 2, 651-666, 2009. Link
with A. Mira.
2. An extension of Peskun and Tierney Orderings to continuous time Markov chains
Statistica Sinica 18, Volume 4, 1641-1651, 2008. Link
with A. Mira.
1. Asymptotic results for a Generalized Pólya Urn with “Multi-Updating” and applications to Clinical Trials
Communications in Statistics-Theory and Methods, Volume 37 Issue 17, 2777-2794, 2008. Link
with I. Crimaldi.
Submitted
1. A copula-based fully Bayesian nonparametric evaluation of cardiovascular
risk markers in Mexico city diabetes study
with Claudia Wehrhahn, Ruth Fuentes-García, Ramsés H. Mena,
Maria Elena González-Villalpando and Clicerio González-Villalpando