Fabrizia Mealli

University of Florence — Italy

Mathematics · Physical Sciences

30h-index2.9kcitations183works1.12yr avg
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Research Topics

Advanced Causal Inference Techniques(98), Statistical Methods and Bayesian Inference(50), Statistical Methods and Inference(48), Labor market dynamics and wage inequality(16), Statistical Methods in Clinical Trials(16)

Publications183 total

Difference-in-Differences in the Presence of Unknown Interference
arXiv (Cornell University)·2025Open Access
Difference-in-Differences in the Presence of Unknown Interference
arXiv (Cornell University)·2025Open Access
Evaluating Causal Effects on Time‐to‐Event Outcomes in an RCT in Oncology With Treatment Discontinuation
Biometrical Journal·2025
Do Test Scores Help Teachers Give Better Track Advice to Students? A Principal Stratification Analysis
ArXiv.org·2025Open Access
Autologous haematopoietic stem cell transplantation affects long-term progression independent of relapse activity in aggressive multiple sclerosis: a comparative matched study
Journal of Neurology Neurosurgery & Psychiatry·2025· 1 citedOpen Access
Selecting subpopulations for causal inference in regression discontinuity designs
The Annals of Applied Statistics·2025Open Access
Early Warning Approach to Identify Positive Cases of SARS-CoV-2 in School Settings in Italy
Microorganisms·2025Open Access
Survivor Average Causal Effects for Continuous Time: A Principal Stratification Approach to Causal Inference With Semicompeting Risks
Biometrical Journal·2025· 2 citedOpen Access
Bayesian principal stratification with longitudinal data and truncation by death
Econometrics and Statistics·2025Open Access
Causal Inference Under the Potential Outcomes Approach
International Encyclopedia of Statistical Science·2025
Principal Stratum Strategy for Safety Evaluation Under Principal Ignorability
2025
Bipartite interference and air pollution transport: estimating health effects of power plant interventions
Biostatistics·2025· 4 citedOpen Access
Model Free Estimation of Causal Effects of Different Stimuli on Neuron Activities
Springer proceedings in mathematics & statistics·2025
(Bayesian) Causal Inference: Challenges in Experimental and Observational Studies
2025
Comparative efficacy of subcutaneous versus intravenous natalizumab on annualized relapse rate: A post-hoc analysis of the REFINE study
Multiple Sclerosis and Related Disorders·2024· 4 citedOpen Access
Exploiting Network Information to Disentangle Spillover Effects in a Field Experiment on Teens’ Museum Attendance
Journal of Educational and Behavioral Statistics·2024· 1 citedOpen Access
Bayesian Nonparametrics for Principal Stratification with Continuous Post-Treatment Variables
arXiv (Cornell University)·2024Open Access
A Conversation with Guido W. Imbens
Statistical Science·2024Open Access
Assessing Causal Effects in the Presence of Treatment Switching Through Principal Stratification
Bayesian Analysis·2024· 7 citedOpen Access
Non-inferiority analysis of subcutaneous versus intravenous 300 mg monthly natalizumab administration: A post hoc analysis of the REFINE study
Multiple Sclerosis Journal·2024· 4 cited
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Frequent Co-authors

Alessandra Mattei(12), Donald B. Rubin(9), Barbara Pacini(5), Fan Li(5), Stephen Pudney(4), Francesca Dominici(3), Michela Baccini(3), Lorenzo Guarcello(2), Furio C. Rosati(2), Junni L. Zhang(2), Andrea Ichino(2), Tommaso Nannicini(2), Xiao Wu(2), Marianthi‐Anna Kioumourtzoglou(2), Danielle Braun(2), Laura Forastiere(2), Rachel C. Nethery(2), Elena Parretti(2), G. Mello(2), Bruno Arpino(1)