Research interests

Bayesian nonparametrics, Completely random measures, Survival analysis, Species sampling problems.


Publications in referred journals

1. Canale, A., Lijoi, A., Nipoti, B. & Pruenster, I. (2017)
Biometrika, 104(3), 681-697. (pdf)

2. Arbel, J., Favaro, S., Nipoti, B. & Teh, Y.W. (2017)
Statistica Sinica, 27(2), 839-858. (arXiv)

3. Favaro, S., Lijoi, A., Nava, C., Nipoti, B., Pruenster, I. & Teh, Y.W. (2016)
Bayesian Analysis, 11(3), 697-724.

4. Favaro, S., Nipoti, B. & Teh, Y.W. (2016)
Biometrics, 72, 136-145. (arXiv)

5. Arbel, J., Lijoi, A. & Nipoti, B. (2016)
Computational Statistics & Data Analysis, 93, 359-372. (arXiv)

6. Favaro, S. Nipoti, B. & Teh, Y.W. (2015)
Electronic Journal of Statistics, 9, 1230-1242.

7. Favaro, S., Lomeli, M., Nipoti, B. & Teh, Y.W. (2014)
Electronic Journal of Statistics, 8, 1063-1085.

8. Favaro, S. & Nipoti, B. (2014)
Statistical Methods & Applications, 23(3), 365-369.

9. Cesari, O., Favaro, S. & Nipoti, B. (2014)
Journal of Multivariate Analysis, 231, 79-98.

10. Lijoi, A. & Nipoti, B. (2014)
Journal of the American Statistical Association, 109, 802-814.

11. Lijoi, A., Nipoti, B. & Pruenster, I. (2014)
Bernoulli, 20(3), 1260-1291. (arXiv)

12. Lijoi, A., Nipoti, B. & Pruenster, I. (2014)
Computational Statistics & Data Analysis, 71, 417-433.

13. Arbel, J. & Nipoti, B. (2013)
Bayesian Analysis, 8, 326-328.

14. Ricca, R.L. & Nipoti, B. (2011)
Journal of Knot Theory and Its Ramifications, 20, 1325-1343.


Books and chapters in books

Arbel, J., Lijoi, A. & Nipoti, B. (2015)
Bayesian Survival Model based on Moment Characterization
In Proceedings of Baysm 2014. Springer proceedings in Mathematics & Statistics, 126, 3-14. (arXiv)

Nipoti, B. (2012)
Best Ph.D. thesis in statistics and applications. CLEUP.

Ricca, R.L. & Nipoti, B. (2011)
In Introductory Lectures on Knot Theory (KauffmanL.H., Lambropoulou S., Jablan S., Przytycki J.H., eds), 428-501, Series on Knots and Everything, World Scientific Press.


Other publications

Arbel, J., Favaro, S., Nipoti, B. & Teh, Y.W. (2016)
On Bayesian nonparametric inference for discovery probabilities
Proceedings of the 49th Scientific Meeting of the Italian Statistical Society.

Arbel, J., Favaro, S., Nipoti, B. & Teh, Y.W. (2016)
Discovery Probabilities when Uncertainty Matters. 
48e Journées de la Statistique de la SFdS.

Lijoi, A., Nipoti, B. & Pruenster, I. (2015)
A Bayesian nonparametric model for clustering and borrowing information
Proceedings of 10th scientific Meeting of the Classification and Data Analysis Group.
 
Favaro, S., Nipoti, B. & Teh, Y.W. (2015)
Proceedings of the SIS2015 Statistical Conference.

Favaro, S. & Nipoti, B. (2014)
Proceedings of the 47th Scientific Meeting of the Italian Statistical Society.

Lijoi, A., Nipoti, B. & Pruenster, I. (2014)
Proceedings of the 47th Scientific Meeting of the Italian Statistical Society.

Favaro, S., Lomeli, M., Nipoti, B. & Teh, Y.W. (2013)
Proceedings S.Co 2013.


In preparation or submitted

- A Bayesian nonparametric partially PH model for the analysis of clustered time-to-event data (with M. Guindani and A. Jara, under revision)

Stratified survival regression with Bayesian nonparametric mixtures (with L. Nieto-Barajas, in preparation)

- Modelling the distribution of bugs across software releases via dependent neutral-to-the-right priors (with A. Lijoi and S. Wilson, in preparation)

- On the support of nonparametric mixture models for survival data (with A. Jara, in preparation)

- Full Bayesian inference with dependent normalized completely random measures (with F. Camerlenghi, A. Lijoi and I. Pruenster, in preparation)