FRANCESCO MARIANI

Dottorando

ciclo: XXXVII
email: f.mariani@uniroma1.it
stanza: 40

supervisore: Stefania Gubbiotti
co-supervisore: Fulvio De Santis

CURRICULUM Statistica Metodologica

My research interests are statistical inference, Bayesian methods, decision-theoretic approaches, analysis and design of clinical trials.

I am currently in the third and final year of my PhD program, and my research is focusing on the study of the distributions of power and Bayes utility within a hybrid Bayesian-frequentist approach to hypothesis tests.

During the second year of PhD, I got the chance to spend some time abroad:
- working on an algorithm-based approach to oncology phase I drug combination trials at the Dana Farber Cancer Institute of Harvard University (Boston, USA);
- running 10^5 simulations to evaluate the operative characteristics of the Bayesian Hierarchical Logistic Regression Model under multiple borrowing scenarios in oncology phase I trials at Novartis Basel (Switzerland).

Produzione scientifica

11573/1733139 - 2025 - The distribution of the risk function for interval estimation

De Santis, Fulvio; Gubbiotti, Stefania; Mariani, Francesco - 04b Atto di convegno in volume

congresso: SIS 2024 - 52nd Scientific Meeting of the Italian Statistical Society (Bari)

libro: Methodological and Applied Statistics and Demography III - ()

11573/1692316 - 2024 - A dynamic power prior approach to non‐inferiority trials for normal means

Mariani, Francesco; De Santis, Fulvio; Gubbiotti, Stefania - 01a Articolo in rivista

rivista: PHARMACEUTICAL STATISTICS (Chichester, UK: Wiley.) pp. 242-256 - issn: 1539-1604 - wos: WOS:001101805100001 (0) - scopus: 2-s2.0-85176964822 (1)

11573/1719674 - 2024 - The distribution of power-related random variables (and their use in clinical trials)

Mariani, Francesco; De Santis, Fulvio; Gubbiotti, Stefania - 01a Articolo in rivista

rivista: STATISTICAL PAPERS (Heidelberg ; Berlin : Springer) pp. 5555-5574 - issn: 1613-9798 - wos: WOS:001315854100001 (0) - scopus: 2-s2.0-85204365936 (0)

11573/1722991 - 2024 - Toxicity Adaptive Lists Design: a practical design for Phase I drug combination trial in oncology

Russo, Massimiliano; Mariani, Francesco; Cleary, James M.; Shapiro, Geoffrey I.; Coté, Gregory M.; Trippa, Lorenzo - 01a Articolo in rivista

rivista: JCO PRECISION ONCOLOGY (Alexandria, VA : American Society of Clinical Oncology, [2017-]) pp. - - issn: 2473-4284 - wos: (0) - scopus: (0)

11573/1688601 - 2023 - On Bayesian power analysis in reliability

De Santis, Fulvio; Gubbiotti, Stefania; Mariani, Francesco - 04b Atto di convegno in volume

congresso: SEAS IN - Statistical Learning, Sustainability and Impact Evaluation (Ancona)

libro: Statistical Learning, Sustainability and Impact Evaluation, Book of the Short Papers, SIS 2023 - (9788891935618)

11573/1696303 - 2023 - On the Bayes risk induced by alternative design priors for sample size choice

De Santis, Fulvio; Gubbiotti, Stefania; Mariani, Francesco - 02a Capitolo o Articolo

libro: Optimization in Green Sustainability and Ecological Transition - (978-3-031-47686-0)

11573/1656190 - 2022 - A dynamic power prior approach to non-inferiority trials for normal means with unknown variance

Mariani, Francesco; De Santis, Fulvio; Gubbiotti, Stefania - 04b Atto di convegno in volume

congresso: SIS 2022 - 51esima Riunione Scientifica della Società Italiana di Statistica (Caserta)

libro: SIS 2022 Book of Short Papers - (9788891932310)