Research interests Bayesian nonparametrics, Computational methods, Model-based clustering, Survival analysis, Species sampling problems Software
Preprints
Publications in referred journals The order of the authors is alphabetical in publications marked by a star. 1*. Arbel, J., Corradin, R. & Nipoti, B. (2020) Computational Statistics, to appear. (arXiv) 2*. Arbel, J., Marchal, O. & Nipoti, B. (2020) 3. Nipoti, B., Jara, A. & Guindani, M. (2018) 4*. Nipoti, B & Shen, W. (2018) Bayesian Analysis, 13(2), 613-615. 5*. Canale, A., Lijoi, A., Nipoti, B. & Pruenster, I. (2017) Biometrika, 104(3), 681-697. (pdf) 6*. Arbel, J., Favaro, S., Nipoti, B. & Teh, Y.W. (2017) Statistica Sinica, 27(2), 839-858. (arXiv) 7*. Favaro, S., Lijoi, A., Nava, C., Nipoti, B., Pruenster, I. & Teh, Y.W. (2016) Bayesian Analysis, 11(3), 697-724. 8*. Favaro, S., Nipoti, B. & Teh, Y.W. (2016) 9*. Arbel, J., Lijoi, A. & Nipoti, B. (2016) Computational Statistics & Data Analysis, 93, 359-372. (arXiv) 10*. Favaro, S. Nipoti, B. & Teh, Y.W. (2015) Electronic Journal of Statistics, 9, 1230-1242. 11*. Favaro, S., Lomeli, M., Nipoti, B. & Teh, Y.W. (2014) Electronic Journal of Statistics, 8, 1063-1085. 12*. Favaro, S. & Nipoti, B. (2014) Statistical Methods & Applications, 23(3), 365-369. 13*. Cesari, O., Favaro, S. & Nipoti, B. (2014) Journal of Multivariate Analysis, 231, 79-98. 14*. Lijoi, A. & Nipoti, B. (2014) Journal of the American Statistical Association, 109, 802-814. 15*. Lijoi, A., Nipoti, B. & Pruenster, I. (2014) Bernoulli, 20(3), 1260-1291. (arXiv) 16*. Lijoi, A., Nipoti, B. & Pruenster, I. (2014) Computational Statistics & Data Analysis, 71, 417-433. 17*. Arbel, J. & Nipoti, B. (2013) Bayesian Analysis, 8, 326-328. 18. Ricca, R.L. & Nipoti, B. (2011) Journal of Knot Theory and Its Ramifications, 20, 1325-1343. Books and chapters in books 19*. Arbel, J., Lijoi, A. & Nipoti, B. (2015) Bayesian Survival Model based on Moment Characterization 20. Nipoti, B. (2012) Best Ph.D. thesis in statistics and applications. CLEUP. 21. 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 22*. Corradin, R., Nieto-Barajas, L. & Nipoti, B. (2020) Pitman-Yor mixtures for survival data stratification. Proceedings of 2020 Conference of the Italian Statistical Society. 23*. Canale, A., Corradin, R. & Nipoti, B. (2019) Galaxy color distribution estimation via dependent nonparametric mixtures Proceedings of 2019 Conference of the Italian Statistical Society. (pdf) 24*. 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. 25*. Arbel, J., Favaro, S., Nipoti, B. & Teh, Y.W. (2016) Discovery Probabilities when Uncertainty Matters. 48e Journées de la Statistique de la SFdS. 26*. 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. 27*. Favaro, S., Nipoti, B. & Teh, Y.W. (2015) Proceedings of the SIS2015 Statistical Conference. 28*. Favaro, S. & Nipoti, B. (2014) Proceedings of the 47th Scientific Meeting of the Italian Statistical Society. 29*. Lijoi, A., Nipoti, B. & Pruenster, I. (2014) Proceedings of the 47th Scientific Meeting of the Italian Statistical Society. 30*. Favaro, S., Lomeli, M., Nipoti, B. & Teh, Y.W. (2013) Proceedings S.Co 2013. 31*. Lijoi, A. & Nipoti, B. (2012) Two classes of bivariate distributions on the unit square (pdf) Technical report - Carlo Alberto Notebooks. In preparation
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