Publications & preprints

SUBMITTED ARTICLES & PREPRINTS

• Ballerini V., Bornkamp B., Mattei A., Mealli F., Wang C., Zhang Y. (2023) Evaluating causal effects on time-to-event outcomes in an RCT in Oncology with treatment discontinuation due to adverse events. arXiv preprint arXiv:2310.06653v1

• Ballerini V., Di Zio M., Liseo B., Toti S. (2023) Combining administrative and survey data to correct coverage errors in register-based statistics: a Bayesian approach. [Conditionally accepted, Journal of Official Statistics]

• Ballerini V., Dominici A., Ferracane M. F., Menchetti F., Noirjean S. (2023) Stimulating creativity and grit of high school students with creative STEM activities: an RCT with noncompliance. Available upon request

• Ballerini V., Liseo B. (2022) Fisher’s noncentral hypergeometric distribution for population size estimation [extended version]. arXiv preprint arXiv:2210.0834 

PEER-REVIEWED ARTICLES

• Ballerini V., Seri E. (2024) A quantitative investigation of immigrants integration and detention in Europe. Quality & Quantity - accepted for publication

• Mattei A., Ding P., Ballerini V., Mealli F. (2024) Assessing causal effects in the presence of treatment switching through principal stratification. Bayesian Analysis, Advance Publication 1 - 28, 2024. doi.org/10.1214/24-BA1425 

• Ballerini V. and Braito L. (2024) The growth of new researchers in the era of new data sources. The Survey Statistician, 89, pp. 68-73

• Ballerini V. (2020) Capture-recapture models for official statistics in presence of out-of-scope units: an overview, Annali MEMOTEF 2020. doi:10.13133/2611-6634/504

PEER-REVIEWED PROCEEDINGS & DISCUSSIONS

• Ballerini V., Mattei A., Mealli F. (2024) Principal stratum strategy for safety evaluation under principal ignorability. Book of Short Papers SIS 2024, forthcoming

• Ballerini V., Grossi G., (2024) Synthetic control method for clinical trials and precision medicine. Book of Short Papers SIS 2024, forthcoming

• Avalos-Pacheco A., Ballerini V., Pedone M., Müller P. (2023) Contributed discussion: "Causal Inference Under Mis-Specification: Adjustment Based on the Propensity Score (with Discussion)", Bayesian Analysis, 18(2), 680-682.

• Ballerini V., Liseo B. (2022) Fisher's noncentral hypergeometric distribution for population size estimation, in Balzanella A., Bini M., Cavicchia C. and Verde R. (Eds.) Book of short Paper SIS 2022, Pearson. ISBN-9788891932310 

• Ferracane M. F., Ballerini V., De Falco A., Dominici A., Menchetti F., Noirjean S. (2022) Preparing students for the digital era: lessons learned from FabLabs in school. Proceedings of the Fab 17 Research Papers Stream, Hogeschool Rotterdam, Rotterdam, The Netherlands, pp. 161-175. doi:zenodo.org.10.5281/zenodo.7432126 

• Ballerini V., Bloise F., Briscolini D., Raitano M. (2018) Data Integration in Social Sciences: the earnings’ international mobility problem, in Abbruzzo A., Brentari E., Chiodi E. and Piacentino D. (Eds.) Book of short Papers SIS 2018, Pearson. ISBN-9788891910233

PHD THESIS

• Ballerini V. (2021) Fisher's noncentral hypergeometric distribution and population size estimation problems, Rome, Sapienza University