← All authors Alessandra Mattei University of Florence (from arXiv:2004.05027, 2020) · ORCID · OpenAlex
38 papers in scope · 38 published · 2 on the econ.EM arXiv · 953 citations · h-index 15 (over the papers listed here)
Related authors The 20 authors closest to this one in our weighted citation graph, most related first.
Connor Dowd R. Di Stefano Fabrizia Mealli Giovanni Mellace Jianfei Cao Javier Viviens Fabrizio Cipollini Guido W. Imbens Eli Ben-Michael Avi Feller Lea Bottmer Merrill Warnick Susan Athey Marco Giovanni Mariani Dmitry Arkhangelsky David A. Hirshberg Fiammetta Menchetti Yinchu Zhu Kaspar Wüthrich Yingjie Feng Proximity is measured over citations between two papers we both hold, weighted by how heavily one leans on the other, and is symmetric — it does not distinguish citing from being cited. Authors without a profile here are skipped, and a genuinely close colleague can be missing simply because their work is not in our arXiv corpus. Method: docs/06-citations-pipeline.md .
Papers (2 of 38)
Evaluating Causal Effects on Time‐to‐Event Outcomes in an RCT in Oncology With Treatment Discontinuation
published 2025 · Biometrical Journal · 1 citations · first circulated 2023
Selecting subpopulations for causal inference in regression discontinuity designs
published 2025 · The Annals of Applied Statistics · 1 citations · first circulated 2022
Bayesian principal stratification with longitudinal data and truncation by death
published 2025 · Econometrics and Statistics · first circulated 2023
published 2024 · Journal of Educational and Behavioral Statistics · 1 citations · first circulated 2020
Assessing Causal Effects in the Presence of Treatment Switching Through Principal Stratification
published 2024 · Bayesian Analysis · 9 citations · first circulated 2020
published 2024 · Journal of the Royal Statistical Society Series A (Statistics in Society) · 4 citations · first circulated 2020
Special issue on Advanced statistical modeling and causal inference with complex data for better decision making
published 2023 · Statistical Methods & Applications
Pool testing on random and natural clusters of individuals: Optimisation of SARS-CoV-2 surveillance in the presence of low viral load samples
published 2021 · PLoS ONE · 9 citations
with Michela Baccini, Emilia Rocco, Irene Paganini, Cristina Sani, Giulia Vannucci, Simonetta Bisanzi, Elena Burroni, Marco Peluso, Armelle Munnia, Filippo Cellai, Giampaolo Pompeo, Laura Micio, …
Assessing Causal Effects in a Longitudinal Observational Study With “Truncated” Outcomes Due to Unemployment and Nonignorable Missing Data
published 2020 · Journal of Business and Economic Statistics · 5 citations
Preface to the Papers on ‘Causal Inference from Non-experimental Studies: Challenges, Developments and Applications’
published 2020 · Journal of the Royal Statistical Society Series A (Statistics in Society) · 1 citations
Assessing Causal Effects of Extra Compulsory Learning on College Students’ Academic Performances
published 2020 · Journal of the Royal Statistical Society Series A (Statistics in Society) · 3 citations
with Federica Licari
Joint and marginal causal effects for binary non-independent outcomes
published 2020 · Journal of Multivariate Analysis · 2 citations
with Monia Lupparelli
What kinds of R&D consortia enhance SMEs productivity? A hierarchical Bayesian approach for the analysis of a regional innovation policy
published 2019 · Papers of the Regional Science Association · 5 citations
Bayesian Inference for Sequential Treatments Under Latent Sequential Ignorability
published 2019 · Journal of the American Statistical Association · 16 citations · first circulated 2016
Principal ignorability in mediation analysis: through and beyond sequential ignorability
published 2018 · Biometrika · 43 citations
Bayesian inference for causal mechanisms with application to a randomized study for postoperative pain control
published 2017 · Biostatistics · 17 citations · first circulated 2015
Regression Discontinuity Designs as Local Randomized Experiments
published 2017 · Observational Studies · 33 citations
Implementing Propensity Score Matching with Network Data: The Effect of the General Agreement on Tariffs and Trade on Bilateral Trade
published 2016 · Journal of the Royal Statistical Society Series C (Applied Statistics) · 8 citations
Assessing the causal effects of financial aids to firms in Tuscany allowing for interference
published 2016 · The Annals of Applied Statistics · 25 citations
with Bruno Arpino
Evaluating the causal effect of university grants on student dropout: Evidence from a regression discontinuity design using principal stratification
published 2015 · The Annals of Applied Statistics · 41 citations
Implementing Propensity Score Matching with Network Data: The effect of GATT on bilateral trade
published 2015 · Journal of the Royal Statistical Society Series A (Statistics in Society) · 1 citations
no link
Discussion of “On Bayesian Estimation of Marginal Structural Models”
published 2015 · Biometrics · 4 citations
The effects of a dropout prevention program on secondary students' outcomes
published 2015 · RIV Rassegna Italiana di Valutazione · 1 citations
He Elationship Between Education and Fertility in the Presence of a Time Varying Frailty Component
published 2015 · Journal of the Royal Statistical Society Series A (Statistics in Society) · 8 citations
with Anna Gottard, Daniele Vignoli
A Stata Package for the Application of Semiparametric Estimators of Dose–Response Functions
published 2014 · The Stata Journal Promoting communications on statistics and Stata · 62 citations
Identification of Local Causal Effects with Missing Outcome Values and an Instrument for Non Response
published 2014 · Communication in Statistics-Theory and Methods · 1 citations
Identification of causal effects in the presence of nonignorable missing outcome values
published 2014 · Biometrics · 20 citations
Exploiting multiple outcomes in Bayesian principal stratification analysis with application to the evaluation of a job training program
published 2013 · The Annals of Applied Statistics · 52 citations
Semiparametric estimators of dose-response functions
published 2013 · Advances in Latent Variables - Methods, Models and Applications · 1 citations
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Bayesian inference for causal effects in randomized experiments with noncompliance: The role of multivariate outcomes
published 2012 · 46TH SCIENTIFIC MEETING OF THE ITALIAN STATISTICAL SOCIETY
no link
Assessing the effect of the amount of financial aids to Piedmont firms using the generalized propensity score
published 2012 · Statistical Methods & Applications · 56 citations
A Refreshing Account of Principal Stratification
published 2012 · The International Journal of Biostatistics · 48 citations
Augmented Designs to Assess Principal Strata Direct Effects
published 2011 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 47 citations
Bayesian Missing Data Problems: EM, Data Augmentation and Noniterative Computation by TAN, M. T., TIAN, G.-L., and NG, K. W.
published 2011 · Biometrics
Living Standards and Fertility in Indonesia: A Bayesian Analysis
published 2009 · Giornale degli Economisti
no link
A Stata Package for the Estimation of the Dose-response Function through Adjustment for the Generalized Propensity Score
published 2008 · The Stata Journal Promoting communications on statistics and Stata · 286 citations
Estimating and using propensity score in presence of missing background data: an application to assess the impact of childbearing on wellbeing
published 2008 · Statistical Methods & Applications · 89 citations
Application of the Principal Stratification Approach to the Faenza Randomized Experiment on Breast Self‐Examination
published 2006 · Biometrics · 53 citations
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