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Fabrizia MEALLI

Afferenza organizzativa:: Amministrazione Centrale

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	fabrizia.mealli(AT)eui.eu
	https://sites.google.com/unifi.it/fabriziamealli

Fabrizia MEALLI

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Tesi di Dottorato

Laura Forastiere, Fabrizia Mealli,Albert Wu, Edoardo M. Airoldi (In corso di stampa). Estimating causal effects under interference using Bayesian generalized propensity scores. JOURNAL OF MACHINE LEARNING RESEARCH, vol. ?, pp. 1-50, ISSN:1532-4435

Veronica Ballerini; Alessandra Mattei; Fabrizia Mealli (In corso di stampa). Principal stratum strategy for safety evaluation under principal ignorability. In: 52nd Scientific Meeting of the Italian Statistical Society (SIS 2024), Bari, June 17-20, 2024, Springer Cham, pp. 0-0, ISBN:978-3-031-64349-1

Georgia Papadogeorgou, Fiammetta Menchetti, Christine Choirat, Jason H. Wasfy, Corwin M. Zigler, Fabrizia Mealli (In corso di stampa). Evaluating Federal Policies Using Bayesian Time Series Models: Estimating the Causal Impact of the Hospital Readmissions Reduction Program. HEALTH SERVICES AND OUTCOMES RESEARCH METHODOLOGY, pp. 1-69, ISSN:1387-3741

Fan Li, Peng Ding, Fabrizia Mealli (In corso di stampa). Bayesian Causal Inference: A Critical Review. PHILOSOPHICAL TRANSACTIONS - ROYAL SOCIETY. MATHEMATICAL, PHYSICAL AND ENGINEERING SCIENCES, pp. 1-23, ISSN:1471-2962

Xiao Wu, Fabrizia Mealli, Marianthi-Anna Kioumourtzoglou, Francesca Dominici, Danielle Braun (In corso di stampa). Matching on generalized propensity scores with continuous exposures. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, vol. -, pp. 1-47, ISSN:0162-1459

Laura Forastiere; Alessandra Mattei; Julia M. Pescarin; Mauricio L. Barreto; Fabrizia Mealli (2025). Selecting Subpopulations for Causal Inference in Regression Discontinuity Designs. THE ANNALS OF APPLIED STATISTICS, vol. -, pp. 1-25, ISSN:1932-6157

Mealli, Fabrizia; Mattei, Alessandra; Mariottini, Alice; Massacesi, Luca (2024). Non-inferiority analysis of subcutaneous versus intravenous 300 mg monthly natalizumab administration: A post hoc analysis of the REFINE study. MULTIPLE SCLEROSIS, pp. 0-0, ISSN:1477-0970 DOI

Silvia Noirjean, Alessandra Mattei, Marco Mariani, Fabrizia Mealli (2024). Exploiting Network Information to Disentangle Spillover Effects in a Field Experiment on Teens' Museum Attendance. JOURNAL OF EDUCATIONAL AND BEHAVIORAL STATISTICS, pp. 1-45, ISSN:1076-9986 DOI Accesso ONLINE all'editore

Mattei, Alessandra; Ding, Peng; Ballerini, Veronica; Mealli, Fabrizia (2024). Assessing Causal Effects in the Presence of Treatment Switching Through Principal Stratification. BAYESIAN ANALYSIS, vol. --, pp. 1-28, ISSN:1936-0975 DOI Accesso ONLINE all'editore

Mariottini, Alice; Mealli, Fabrizia; Mattei, Alessandra; Massacesi, Luca (2024). Comparative efficacy of subcutaneous versus intravenous natalizumab on annualized relapse rate: a post-hoc analysis of the REFINE study. MULTIPLE SCLEROSIS AND RELATED DISORDERS, pp. 0-0, ISSN:2211-0348 DOI

Joseph Antonelli; Fabrizia Mealli; Brenden Beck; Alessandra Mattei (2023). Principal stratification with continuous treatments and continuous post-treatment variables. DOI Accesso ONLINE all'editore

Veronica Ballerini; Björn Bornkamp; Alessandra Mattei; Fabrizia Mealli; Craig Wang; Yufen Zhang (2023). Evaluating causal effects on time-to-event outcomes in an RCT in Oncology with treatment discontinuation due to adverse events. DOI Accesso ONLINE all'editore

Laura Forastiere; Alessandra Mattei; Julia M. Pescarini; Mauricio L. Barreto; Fabrizia Mealli (2023). Selecting Subpopulations for Causal Inference in Regression Discontinuity Designs. DOI Accesso ONLINE all'editore

Alessandra Mattei; Peng Ding; Veronica Ballerini; Fabrizia Mealli (2023). Assessing causal effects in the presence of treatment switching through principal stratification. DOI Accesso ONLINE all'editore

Alessandra Mattei, Laura Forastiere, Fabrizia Mealli (2022). Assessing Principal Causal Effects Using Principal Score Methods. In: Paul Rosenbaum, Dylan Small, Elizabeth Stuart, Jose Zubizarreta. Handbooks of Modern Statistical Methods to be entitled Handbook of Multivariate Matching and Weighting in Causal Inference, pp. 21-69 Chapman and Hall’s.

Fabrizia Mealli (2022). Causal Inference Perspectives. OBSERVATIONAL STUDIES, vol. 8, pp. 105-108, ISSN:2767-3324 Accesso ONLINE all'editore

Wang, Craig; Zhang, Yufen; Mealli, Fabrizia; Bornkamp, Björn (2022). Sensitivity analyses for the principal ignorability assumption using multiple imputation. PHARMACEUTICAL STATISTICS, pp. 1-15, ISSN:1539-1604 DOI

Fiammetta Menchetti, Fabrizio Cipollini, Fabrizia Mealli (2022). Combining counterfactual outcomes and ARIMA models for policy evaluation. ECONOMETRICS JOURNAL, vol. -, pp. 1-23, ISSN:1368-4221 Accesso ONLINE all'editore

Mariottini, Alice; Bulgarini, Giovanni; Forci, Benedetta; Innocenti, Chiara; Mealli, Fabrizia; Mattei, Alessandra; Ceccarelli, Chiara; Repice, Anna Maria; Barilaro, Alessandro; Mechi, Claudia; Saccardi, Riccardo; Massacesi, Luca (2022). Autologous hematopoietic stem cell transplantation versus low-dose immunosuppression in secondary-progressive multiple sclerosis. EUROPEAN JOURNAL OF NEUROLOGY, pp. 0-0, ISSN:1351-5101 DOI

Paganini, Irene; Sani, Cristina; Chilleri, Chiara; Baccini, Michela; Antonelli, Alberto; Bisanzi, Simonetta; Burroni, Elena; Cellai, Filippo; Coppi, Marco; Mealli, Fabrizia; Pompeo, Giampaolo; Viti, Jessica; Rossolini, Gian Maria; Carozzi, Francesca M (2022). Assessment of the feasibility of pool testing for SARS-CoV-2 infection screening. INFECTIOUS DISEASES, vol. 54, pp. 478-487, ISSN:2374-4235 DOI

Maayan Yitshak-Sade, Rachel Nethery, Joel D. Schwartz, Fabrizia Mealli, Francesca Dominici, Qian Di, Yara Abu Awad, Gal Ifergane, Antonella Zanobetti (2021). PM 2.5 and hospital admissions among Medicare enrollees with chronic debilitating brain disorders. SCIENCE OF THE TOTAL ENVIRONMENT, vol. 755, pp. 1-5, ISSN:1879-1026 DOI Accesso ONLINE all'editore

Fabrizia Mealli (2021). Answering causal questions: Angrist, Imbens and the Nobel prize. SIGNIFICANCE, vol. 18, pp. 4-5, ISSN:1740-9713

Dominici, Francesca; Bargagli-Stoffi, Falco J.; Mealli, Fabrizia (2021). From Controlled to Undisciplined Data: Estimating Causal Effects in the Era of Data Science Using a Potential Outcome Framework. HARVARD DATA SCIENCE REVIEW, vol. 3, pp. 0-0, ISSN:2644-2353 DOI

Alessandra Mattei, Fabrizia Mealli, Anahita Nodehi (2021). Design and analysis of experiments. In: Klaus F. Zimmermann. Handbook of labor, human resources and population economics, pp. 1-44 Springer. Accesso ONLINE all'editore

Michela Baccini, Emilia Rocco, Irene Paganini, Alessandra Mattei, Cristina Sani, Giulia Vannucci, Simonetta Bisanzi, Elena Burroni, Marco Peluso, Armelle Munnia, Filippo Cellai, Giampaolo Pompeo, Laura Micio, Jessica Viti, Fabrizia Mealli, Francesca Maria Carozzi (2021). Pool testing on random and natural clusters of individuals: optimisation of SARS-CoV-2 surveillance in the presence of low viral load samples. PLOS ONE, pp. 0-0, ISSN:1932-6203 DOI Accesso ONLINE all'editore

Laura Forastiere, Patrizia Lattarulo, Marco Mariani, Fabrizia Mealli, Laura Razzolini (2021). Exploring Encouragement, Treatment and Spillover Effects Using Principal Stratification, With Application to a Field Experiment on Teens' Museum Attendance. JOURNAL OF BUSINESS & ECONOMIC STATISTICS, vol. 39, pp. 244-258, ISSN:0735-0015 DOI Accesso ONLINE all'editore

Giulia Cereda; Cecilia Viscardi; Anna Gottard; Fabrizia Mealli; Michela Baccini (2020). Analisi e previsioni dell’epidemia da SARS-CoV-2 in Toscana / Analysis and future scenarios of the SARS-CoV-2 epidemic in Tuscany Region (Central Italy). EPIDEMIOLOGIA E PREVENZIONE, vol. 44, pp. 120-127, ISSN:1120-9763 DOI

Michela Baccini, Alessandra Mattei, Irene Paganini, Emilia Rocco, Cristina Sani, Giulia Vannucci, Simonetta Bisanzi, Elena Burroni, Marco Peluso, Armelle Munnia, Filippo Cellai, Giampaolo Pompeo, Laura Micio, Jessica Viti, Fabrizia Mealli, Francesca Carozzi (2020). Pool testing on random and natural clusters of individuals: optimisation of SARS-CoV-2 surveillance in the presence of low viral load samples.

Fabrizia Mealli, Rachel Nethery, Francesca Dominici, Jason Sacks (2020). Causal inference and machine learning approaches for evaluation of the health impacts of large-scale air quality regulations. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, pp. 0-0, ISSN:0162-1459 DOI

Mattei A.; De Stavola B.L.; Mealli F. (2020). Preface to the papers on ‘Causal inference from non-experimental studies: challenges, developments and applications’. In: Journal of the Royal Statistical Society Series A. Special Issue: Causal inference from non experimental studies: challenges, developments and applications, pp. 1329-1332, 111 RIVER ST, HOBOKEN 07030-5774, NJ USA: Blackwell Publishing Ltd. DOI

Federico Ricciardi, Alessandra Mattei, Fabrizia Mealli (2020). Bayesian Inference for Sequential Treatments under Latent Sequential Ignorability. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, vol. 115, pp. 1498-1517, ISSN:0162-1459 DOI Accesso ONLINE all'editore

Silvia Noirjean; Marco Mariani; Alessandra Mattei; Fabrizia Mealli (2020). Exploiting network information to disentangle spillover effects in a field experiment on teens' museum attendance. pp. 0-0 DOI Accesso ONLINE all'editore

Baccini, Michela; Mattei, Alessandra; Rocco, Emilia; Vannucci, Giulia; Mealli, Fabrizia (2020). Evaluating COVID-19 screening strategies based on serological tests. DOI Accesso ONLINE all'editore

Fabrizia Mealli (2020). Identification and estimation of treatment and interference effects in observational studies on networks. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, vol. ..., pp. 1-15, ISSN:1537-274X

Michela Baccini; Alessandra Mattei; Emilia Rocco; Giulia Vannucci; Fabrizia Mealli (2020). Evaluating a SARS-CoV-2 screening strategy based on serological tests. EPIDEMIOLOGIA E PREVENZIONE, vol. 44, pp. 193-199, ISSN:1120-9763 DOI

Georgia Papadogeorgou, Fabrizia Mealli, Corwin M. Zigler (2019). Causal Inference With Interfering Units for Cluster and Population Level Treatment Allocation Programs. BIOMETRICS, vol. 75, pp. 778-787, ISSN:0006-341X DOI Accesso ONLINE all'editore

Annalisa Caloffi, Marco Mariani, Alessandra Mattei, Fabrizia Mealli (2019). What kinds of R&D consortia enhance SMEs productivity? A hierarchical Bayesian approach for the analysis of a regional innovation policy. PAPERS IN REGIONAL SCIENCE, pp. 1-29, ISSN:1056-8190 DOI Accesso ONLINE all'editore

Rachel C. Nethery, Fabrizia Mealli, Francesca Dominici (2019). ESTIMATING POPULATION AVERAGE CAUSAL EFFECTS IN THE PRESENCE OF NON-OVERLAP: THE EFFECT OF NATURAL GAS COMPRESSOR STATION EXPOSURE ON CANCER MORTALITY. THE ANNALS OF APPLIED STATISTICS, vol. 13, pp. 1242-1267, ISSN:1932-6157

Rachel C. Nethery, Fabrizia Mealli, Francesca Dominici (2019). Estimating population average causal effects in the presence of non-overlap: The effect of natural gas compressor station exposure on cancer mortality. THE ANNALS OF APPLIED STATISTICS, vol. 13, pp. 1242-1267, ISSN:1932-6157 DOI

Forastiere, Laura; Mealli, Fabrizia; Miratrix Luke (2018). Posterior Predictive p-Values with Fisher Randomization Tests in Noncompliance Settings: Test Statistics vs Discrepancy Measures. BAYESIAN ANALYSIS, vol. 13, pp. 681-701, ISSN:1936-0975 DOI Accesso ONLINE all'editore

Feller, Avi; Mealli Fabrizia; Miratrix Luke (2017). Principal Score Methods: Assumptions, Extensions, and Practical Considerations. JOURNAL OF EDUCATIONAL AND BEHAVIORAL STATISTICS, pp. 1-33, ISSN:1076-9986 DOI Accesso ONLINE all'editore

Baccini, Michela; Mattei, Alessandra; Mealli, Fabrizia (2017). Bayesian inference for causal mechanisms with application to a randomized study for postoperative pain control. BIOSTATISTICS, vol. 18, pp. 605-617, ISSN:1465-4644 DOI Accesso ONLINE all'editore

Baccini, Michela; Mattei, Alessandra; Mealli, Fabrizia; Bertazzi, Pier Alberto; Carugno Michele (2017). Assessing the short term impact of air pollution on mortality: a matching approach. ENVIRONMENTAL HEALTH, vol. 16:7, pp. 1-12, ISSN:1476-069X DOI

Mealli F.; Pacini B.; Stanghellini E. (2016). Identification of Principal Causal Effects Using Additional Outcomes in Concentration Graphs. JOURNAL OF EDUCATIONAL AND BEHAVIORAL STATISTICS, vol. 41, pp. 463-480, ISSN:1076-9986 DOI

Forastiere, Laura; Mealli, Fabrizia; Vanderweele, Tyler J. (2016). Identification and Estimation of Causal Mechanisms  in Clustered Encouragement Designs: Disentangling Bed Nets using Bayesian Principal Stratification. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, pp. 510-525, ISSN:1537-274X DOI

Mattei, Alessandra; Mealli, Fabrizia (2016). Regression Discontinuity Designs as Local Randomized Experiments. Observational Studies, vol. 2, pp. 156-173 DOI Accesso ONLINE all'editore

Paolo Frumento, Fabrizia Mealli, Barbara Pacini, Donald B. Rubin (2016). The Fragility of Standard Inferential Approaches in Principal Stratification Models Relative to Direct Likelihood Approaches. STATISTICAL ANALYSIS AND DATA MINING, vol. 9, pp. 58-70, ISSN:1932-1864 DOI

Mattei A.; Mealli F. (2015). Discussion of “On Bayesian Estimation of Marginal Structural Models”. BIOMETRICS, vol. 71, pp. 293-296, ISSN:0006-341X DOI

Li, Fan; Mattei, Alessandra; Mealli, Fabrizia (2015). Evaluating the Causal Effect of University Grants on Student Dropout: Evidence from a Regression Discontinuity Design using Principal Stratification. THE ANNALS OF APPLIED STATISTICS, vol. 9, pp. 1906-1931, ISSN:1932-6157 DOI

Baccini, Michela; Mattei, Alessandra; Mealli, Fabrizia (2015). Short Term Impact of PM10 Exposure on Mortality: A Propensity Score Approach. In: CLADAG 2015, CUEC Editrice, Cagliari, pp. 52-53, ISBN:978-88-8467-749-9

Conti, Enrico; Durante, Silvia; Mattei, Alessandra; Mealli, Fabrizia; Nicola Sciclone (2015). The effects of a dropout prevention program on secondary students' outcomes.. In: CLADAG 2015, CUEC Editrice, Cagliari, pp. 56-59, ISBN:978-88-8467-749-9

Mercatanti, Andrea; Li, Fan; Mealli, Fabrizia (2015). Improving inference of Gaussian mixtures using auxiliary variables. STATISTICAL ANALYSIS AND DATA MINING, vol. 8, pp. 34-48, ISSN:1932-1864 DOI Accesso ONLINE all'editore

Michela, Baccini; Alessandra, Mattei; Fabrizia, Mealli (2015). Bayesian inference for causal mechanisms with application to a randomized study for postoperative pain control.

Mealli, Fabrizia; Rubin, Donald B. (2015). Clarifying missing at random and related definitions, and implications when coupled with exchangeability. BIOMETRIKA, vol. 102, pp. 995-1000, ISSN:0006-3444 DOI

Enrico Conti; Silvia Duranti; Natalia Faraoni; Fabrizia Mealli; Alessandra Mattei (2014). La Valutazione del Progetto INNOVARE in Toscana.

Conti E.; Duranti S.; Mattei A.; Mealli F.; Sciclone N. (2014). The effects of a dropout prevention program on secondary students' outcomes.. RIV. RASSEGNA ITALIANA DI VALUTAZIONE, vol. 58, pp. 15-49, ISSN:1826-0713 DOI

Fan Li; Fabrizia Mealli (2014). A Conversation with Donald B. Rubin. STATISTICAL SCIENCE, vol. 29, pp. 439-457, ISSN:0883-4237

Fan Li;Michela Baccini;Fabrizia Mealli;Elizabeth R. Zell;Constantine E. Frangakis;Donald B. Rubin (2014). Multiple Imputation by Ordered Monotone Blocks With Application to the Anthrax Vaccine Research Program. JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, vol. 23, pp. 877-892, ISSN:1061-8600 DOI

Mattei A.; Mealli F.; Pacini B. (2014). Identification of local causal effects with missing outcome values and an instrument for nonresponse. COMMUNICATIONS IN STATISTICS. THEORY AND METHODS, vol. 43, pp. 815-825, ISSN:0361-0926 DOI

Alessandra Mattei; Fabrizia Mealli; Barbara Pacini (2014). Identification of causal effects in the presence of nonignorable missing outcome values. BIOMETRICS, vol. 70, pp. 278-288, ISSN:0006-341X DOI

Li F.; Mattei A.; Mealli F. (2013). Bayesian Inference for Regression Discontinuity Designs with Application to the Evaluation of Italian University Grants. Accesso ONLINE all'editore

Berni, R.; Mealli, F.; (2013). Analisi delle scelte modali per la mobilità fiorentina- Un esperimento di scelta. In: BERNI R., MEALLI F.. Collana Studi e Approfondimenti, pp. 1-27, FIRENZE: IRPET, ISBN:978-88-6517-042-7. Accesso ONLINE all'editore

A. Mattei; F. Li; F. Mealli (2013). Exploiting multiple outcomes in Bayesian Principal Stratification Analysis with Application to the Evaluation of a Job Training Program. THE ANNALS OF APPLIED STATISTICS, vol. 7, pp. 2336-2360, ISSN:1932-6157 DOI Accesso ONLINE all'editore

A.Mattei; F.Mealli; B.Pacini (2013). Exploiting multivariate outcomes in Bayesian inference for causal effects with noncompliance. In: N. Torelli; F. Pesarin, A. Bar-Hen. Studies in Theoretical and Applied Statistics. Selected papers from the Italian Statistical Society Meeting, pp. 231-241, --: Springer, ISBN:9783642355875. DOI Accesso ONLINE all'editore

Li F.; Mattei A.; Mealli F. (2013). Bayesian Inference for Fuzzy Regression Discontinuity Designs. In: SIS 2013 Statistical Conference: Advances in Latent Variables - Methods, Models and Applications, Brescia, 19-21 Giugno 2013, Electronic Book - Eds. Brentari E., Carpita M., pp. 1-8, ISBN:9788834325568

Li F.; Mattei A.; Mealli F. (2013). Bayesian Inference for Fuzzy Regression Discontinuity Designs. In: SCo 2013, Milan, Italy, 9-11 Settembre 2013, Poliscript 2013, pp. 1-6, ISBN:9788864930190 Accesso ONLINE all'editore

Mariani M.; Mealli F.; Pirani E. (2013). Gli effetti delle garanzie pubbliche al credito: due misure a confronto. IRPET - Collana Studi e Approfondimenti; n. 413, ISBN:9788865170441

Fabrizia Mealli; Barbara PAcini (2013). Using secondary outcomes to sharpen inference in ran- domized experiments with noncompliance. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, vol. 108, pp. 1120-1131, ISSN:0162-1459

A. Mattei; F. Li; F. Mealli (2012). Exploiting multiple outcomes in Bayesian inference for causal effects with intermediate variables. , in Discussion Paper 2012-15, Department of Statistical Science, Duke University

F. Mealli; B. Pacini; G. Roli (2012). Estimation of causal effects in latent strata with an encouragement for response. COMMUNICATIONS IN STATISTICS. THEORY AND METHODS, vol. 41, pp. 3150-3161, ISSN:0361-0926

Mealli, Fabrizia; Mattei, Alessandra (2012). A Refreshing Account of Principal Stratification. THE INTERNATIONAL JOURNAL OF BIOSTATISTICS, vol. 8, pp. 2-19, ISSN:1557-4679 DOI

Frumento P.; Mealli F.; Pacini B.; Rubin D.B (2012). Evaluating the Effect of Training on Wages in the Presence of Noncompliance, Nonemployment, and Missing Outcome Data. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, vol. 107, pp. 450-466, ISSN:0162-1459 DOI

F. Mealli; C. Rampichini (2012). Evaluating the effects of university grants using regression discontinuity designs. JOURNAL OF THE ROYAL STATISTICAL SOCIETY. SERIES A. STATISTICS IN SOCIETY, vol. 175, pp. 775-798, ISSN:0964-1998

A. Mattei; F. Li; F. Mealli (2012). Bayesian inference for causal effects in randomized experiments with noncompliance: The role of multivariate outcomes. In: 46TH SCIENTIFIC MEETING OF THE ITALIAN STATISTICAL SOCIETY, CLEUP - Padova, pp. -----, ISBN:9788861298828

Mariani M.; Mealli F.; Pirani E. (2012). Gli effetti dei programmi di aiuti rimborsabili sulla crescita e la sopravvivenza delle PMI. Un disegno valutativo longitudinale applicato al caso della Toscana. IRPET - Collana Studi e Approfondimenti; n. 403, ISBN:9788865170403

A. Mattei; F. Mealli; B. Pacini (2012). Identification of causal effects in the presence of nonignorable missing outcome values. In: Methods and Models for Latent Variables, Napoli, Liguori Editore, vol. 14, pp. 157-160, ISBN:978-88-207-5853-0

A.Mattei; F.Mealli; B.Pacini (2011). Identification of Causal Effects in the Presence of Nonignorable Missing Outcome Values. In: 58th Congress of the International Statistical Institute, Dublino, Irlanda, 21-26 Agosto, 2011, The International Statistical Institute, The Hague, The Netherlands, December 2012., pp. -----, ISBN:9789073592339

P. Frumento; F. Mealli; B. Pacini (2011). Causal inference with multivariate outcomes: a simulation study. In: S. Ingrassia, M. Rocci, M. Vichi. New perspectives in statistical modelling and data analysis, pp. 553-560, Berlin: Springer, ISBN:9783642113628.

A.Mattei; F.Mealli; D.B.Rubin (2011). Missing Data and Imputation Methods. In: Kenett R. and Salini S. Modern Analysis of Customer Surveys: with Applications using R, pp. 129-154, USA: John Wiley & Sons, ISBN:9780470971284.

B. Arpino; F. Mealli (2011). The specification of the propensity score in multilevel observational studies. COMPUTATIONAL STATISTICS & DATA ANALYSIS, vol. 55, pp. 1770-1780, ISSN:0167-9473 DOI

A.Mattei; F.Mealli (2011). Augmented designs to assess principal strata direct effects. JOURNAL OF THE ROYAL STATISTICAL SOCIETY. SERIES B, STATISTICAL METHODOLOGY, vol. 73, pp. 729-752, ISSN:1467-9868 DOI

F. Li; F. Mealli (2011). Discussion of the paper Transparent parametrization of modelsfor potential outcomes by Richardson, Evans and Robins. In: J. M. Bernardo, M. J. Bayarri, J. O. Berger, A. P. Dawid, D. Heckerman, A. F. M. Smith, M. West. Bayesian Statistics 9, pp. 607-610, Oxford: Oxford University Press, ISBN:9780199694587.

F. Mealli; B. Pacini; G. Roli (2011). Evaluating the effects of subsidies to firms with nonignorably missing outcomes. In: S. Ingrassia, R. Rocii, M. Vichi. New perspectives in statistical modelling and data analysis, pp. 3-12, Berlin: Springer, ISBN:9783642113628.

F. Mealli; B. PAcini; D.B. Rubin (2011). Statistical inference for causal effects. In: R. Kennet, S. Salini. Modern Analysis of Customer Surveys: with Applications using R, pp. 173-192, New York: John Wiley & Sons, ISBN:9780470971284.

A. Mattei; F. Mealli; B. Pacini (2011). Identification of causal effects in the presence of nonignorable missing outcome values. , in Working Paper 2011/05, Department of Statistics, University of Florence, Italy Accesso ONLINE all'editore

R. Berni; F. Mealli (2011). Analisi delle scelte modali per la mobilità fiorentina: un esperimento di scelta. pp. 1-31 Accesso ONLINE all'editore

S. Schwartz; F.Li; F.Mealli (2011). A Bayesian Semiparametric Approach to IntermediateVariables in Causal Inference. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, vol. 106, pp. 1331-1344, ISSN:0162-1459

A.Mattei; F.Mealli; B.Pacini (2010). Exploiting multivariate outcomes in Bayesian inference for causal effects with noncompliance. In: XLV Riunione Scientifica della Società Italiana di Statistica, Padova, 16-18 Giugno 2010, CLEUP - Padova, pp. 1-8, ISBN:9788861295667

A. Mattei; F. Mealli (2010). Augmented designs to assess principal strata direct effects. , in Working Paper 2010/04, Department of Statistics, University of Florence, Italy Accesso ONLINE all'editore

Baccini M.; Cook S.; Frangakis C.E.; LI F.; Mealli F.; Rubin D. B.; Zell E.R (2010). Multiple Imputation in the Anthrax Vaccine Research Program. CHANCE, vol. 1, pp. 16-23, ISSN:0933-2480

A. Mattei; F. Mealli (2010). Bayesian Inference in Augmented Designs for Assessing Principal Strata Causal Effects. In: Ninth Valencia International Meeting on Bayesian Statistics / 2010 World Meeting of the International Society for Bayesian Analysis, --, pp. -----.

Guarcello L.; Mealli F.; Rosati F.C. (2010). Household vulnerability and childlabour: the effects of shocks, credit rationing and insurance. JOURNAL OF POPULATION ECONOMICS, vol. 23, pp. 169-198, ISSN:0933-1433

A. Mattei; F. Mealli; S. Pudney (2009). Living standards and fertility in Indonesia: A Bayesian analysis. GIORNALE DEGLI ECONOMISTI E ANNALI DI ECONOMIA, vol. 68, pp. 175-210, ISSN:0017-0097

Berni, R.; Mealli, F.; (2009). A mixed level fractional factorial design for a choice experiment. In: EURISBIS’09, European Regional Meeting of the International Society for Business and Industrial Statistics, Cagliari, May 30-June 3, 2009, Tilapia Communications, vol. 1, pp. 167-168, ISBN:978-88-89744-13-0

Mealli F.; Rampichini C. (2009). Exploiting Nonlinear Difference-in-Difference Assumptionsin a Regression Discontinuity Design. pp. 1-19 Accesso ONLINE all'editore

Mealli F.; Rampichini C. (2009). Exploiting nonlinear difference-in-difference assumptions in a regression discontinuity design. In: 7th meeting of the Classification and Data Analysis Group of the Italian Statistical Society, Catania, 9-11 Settembre 2009, CLEUP Padova, vol. Book of short papers, pp. 577-580, ISBN:9788861294066

J. Zhang ; D.B. Rubin ; F. Mealli (2009). Likelihood-based Analysis of Causal Effectsvia Principal Stratification: New Approach to Evaluating Job-Training Programs. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, vol. 104, pp. 166-176, ISSN:0162-1459

A.Mattei; F.Mealli (2008). Evaluating Direct and Indirect Effects in a Non-Experimental Setting Using Principal Stratification. An Application. In: XLIV Scientific Meeting of the Italian Statistical Society, CLEUP - Padova, pp. ---.., ISBN:9788861292284

L. GRILLI; F. MEALLI (2008). Nonparametric Bounds on the Causal Effect of University Studies on Job Opportunities Using Principal Stratification. JOURNAL OF EDUCATIONAL AND BEHAVIORAL STATISTICS, vol. 33, pp. 111-130, ISSN:1076-9986 DOI

J.ZHANG; D.B RUBIN; F. MEALLI (2008). Evaluating The Effects of Job Training Programs on Wages through Principal Stratification. In: D. MILLIMET; J. SMITH; ANDE. VYTLACIL. Advances in Econometrics: Modeling and EvaluatingTreatment Effects in Econometrics, pp. 117-146, San Diego: Elsevier, ISBN:9780762313808.

F. Mealli ; B. Pacini (2008). Comparing principal stratification and selection models in parametric causal inference with nonignorable missingness.. COMPUTATIONAL STATISTICS & DATA ANALYSIS, vol. 53, pp. 507-516, ISSN:0167-9473

A. ICHINO; F. MEALLI; T. NANNICINI (2008). From Temporary Help Jobs to Permanent Employment: What Can We Learn from Matching Estimators and their Sensitivity?. JOURNAL OF APPLIED ECONOMETRICS, vol. 23, pp. 305-327, ISSN:0883-7252

A. MATTEI; F. MEALLI (2007). Application of the Principal Stratification Approach to the Faenza Randomized Experiment on Breast Self-Examination. BIOMETRICS, vol. 63, pp. 437-446, ISSN:0006-341X, International Biometric Society:1444 I Street Northwest, Suite 700:Washington, DC 20005:(202)712-9049, EMAIL: ibs@bostromdc.com, INTERNET: http://www.bostromdc.com, Fax: (202)216-9646: DOI

F. MEALLI; B. PACINI (2007). Finding alternative sources of identification in generalized selection models using principal stratification. Accesso ONLINE all'editore

L. GRILLI; MEALLI F (2007). University Studies and Employment. An Application of the Principal Strata Approach to Causal Analysis. In: L. FABBRIS. Effectiveness of University Education in Italy: Employability, Competences, Human Capital, pp. 219-232, HEIDELBERG: Physica-Verlag, ISBN:9783790817492.

F. Mealli; A. Mattei (2007). Approfondimenti sulla valutazione ex-post dell' intervento (2006), sul questionario ex-post (2006) e sulla valutazione di impatto (2002, 2003). Rapporto di ricerca. In "Piano di Promozione Economica 2006." Regione Toscana. Rapporto di Monitoraggio. MIMEO, IRPET. pp. 71-96

MEALLI F; C. RAMPICHINI (2006). I metodi e i modelli per la valutazione degli effetti delle borse di studio. In: BIGGERI L. E CATALANO G. A CURA DI. L’efficacia delle politiche di sostegno agli studenti universitari, pp. 139-156, BOLOGNA: Il Mulino, ISBN:9788815108203.

MEALLI F; MELE S; C. RAMPICHINI; SCICLONE N (2006). I risultati della valutazione di efficacia. In: BIGGERI L. E CATALANO G. A CURA DI. L’efficacia delle politiche di sostegno agli studenti universitari, Bologna:, pp. 157-204, BOLOGNA: Il Mulino, ISBN:9788815108203.

F. Mealli; A. Mattei (2006). Approfondimenti sulla valutazione ex-post dell' intervento (2005), sul questionario ex-post (2005) e sulla valutazione di impatto (2002). Rapporto di ricerca. In "Piano di Promozione Economica 2005." Regione Toscana. Rapporto di Monitoraggio. MIMEO, IRPET. pp. 65-84

AASSVE A; H. ENGELHARDT; F. FRANCAVILLA; A. KEDIR; J. KIM; F. MEALLI; L. MENCARINI; S. PUDNEY; A. PRSKAWETZ (2006). Poverty and Fertility Dynamics: A comparative analysis. POPULATION REVIEW, vol. 45, pp. 1-23, ISSN:1549-0955

ICHINO A; F. MEALLI; NANNICINI T (2005). Temporary Work Agencies in Italy: a Springboard toward Permanent Employment?. GIORNALE DEGLI ECONOMISTI E ANNALI DI ECONOMIA, vol. 64, pp. 1-27, ISSN:0017-0097

ZHANG J; RUBIN D.B; F. MEALLI (2005). Using the EM algorithm to estimate the effect of job training programs on wages. In: ISI, Sidney, -, pp. 1-2.

F. MEALLI; L. GRILLI (2005). L'effetto degli studi universitari sulle opportunità di lavoro un'analisi principal strata model. In: C. CROCETTA. Modelli statistici perl'analisi della transizione universitµa-lavoro, pp. 131-154, PADOVA: Cleup.

F. Mealli; A. Mattei (2005). Approfondimenti econometrici sulla valutazione ex-post dell'intervento (2004) e sulla valutazione di impatto (2002). Rapporto di ricerca. In "Monitoraggio. Piano di Promozione Economica 2004." Regione Toscana. MIMEO, IRPET. pp. 102-129

MEALLI F.; MELE S.; C. RAMPICHINI; SCICLONE N. (2005). L’efficacia delle borse per il diritto allo studio universitario. RIVISTA ITALIANA DI POLITICHE PUBBLICHE, vol. 1, pp. 65-88, ISSN:1722-1137

A. Mattei; F. Mealli (2005). Application of the principal stratification approach to the Faenza randomized experiment on breast self-examination. , in Working Paper 2005/09, Department of Statistics, University of Florence, Italy Accesso ONLINE all'editore

MATTEI A; F. MEALLI (2004). Assessing the Effect of a Teaching Program on Breast Self-Examination in a Randomized Trial with Noncompliance and Missing Data. In: 19th International Workshop on Statistical Modeling, Biggeri, A., Dreassi, E., Lagazio , C. and Marchi, M., pp. 455-459, ISBN:9788884531933

CHIANDOTTO B.; F. MEALLI (2004). Decision oriented evaluation. In: Società Italiana di Statistica, -, pp. 1-8, ISBN:8871780345

L. Grilli; F. Mealli (2004). Analysis of the effect of the degree programs by meansof principal stratification. In: XLII Riunione Scientifica della Società Italiana di Statistica, Cleup, pp. 1-4, ISBN:8871780345

F. MEALLI; G. IMBENS; S. FERRO; A. BIGGERI (2004). Analyzing a Randomized Trial on Breast Self Examination with Noncompliance and Missing Outcomes. BIOSTATISTICS, vol. 5(2), pp. 207-222, ISSN:1465-4644

E. PARRETTI; F. MEALLI; A. MAGRINI;R.CIONI; F. MECACCI; P. LA TORRE; E. PERITI; G. SCARSELLI; G. MELLO (2003). Cross-sectional and longitudinal evaluation of uterine artery Doppler velocimetry for the prediction of pre-eclampsia in normotensive women with specific risk factors. ULTRASOUND IN OBSTETRICS & GYNECOLOGY, vol. 22(2), pp. 160-165, ISSN:0960-7692, Parthenon Publishing:Richmond House, White Cross, South Road LA1 4QX United Kingdom:011 44 1524 585700, EMAIL: journals_parthpub@crcpress.com, INTERNET: http://www.parthpub.com, Fax: 011 44 1524 66882:

F. MEALLI; S. PUDNEY (2003). Applying heterogeneous transition models in labour economics: the role of youth training in labour market transitions. In: R.L CHAMBERS; C. SKINNER. Analysis of Survey Data, pp. 245-274, West Sussex: Wiley, ISBN:9780471899877.

A. ICHINO; F. MEALLI; T. NANNICINI (2003). Il lavoro interinale in Italia. Trappola del precariato o trampolino verso un impiego stabile?.

F. MEALLI; D.B. RUBIN (2003). Commentary: Assumptions allowing the estimation of direct causal effects. JOURNAL OF ECONOMETRICS, vol. 112, pp. 79-87, ISSN:0304-4076, Elsevier BV:PO Box 211, 1000 AE Amsterdam Netherlands:011 31 20 4853757, 011 31 20 4853642, 011 31 20 4853641, EMAIL: nlinfo-f@elsevier.nl, INTERNET: http://www.elsevier.nl, Fax: 011 31 20 4853598:

F. MEALLI; D.B. RUBIN (2003). Discussion of ”Estimation of intervention effects with noncompliance: Alternative model specifications” by B. Jo. JOURNAL OF EDUCATIONAL AND BEHAVIORAL STATISTICS, vol. 27, pp. 411-416, ISSN:1076-9986

MEALLI F.; C. RAMPICHINI (2002). Impact Evaluation of University Grants. In: American Statistical association, Alexandria, VA (USA), August 11-15, 2002, pp. 2332-2336.

F. MEALLI; D.B. RUBIN (2002). Assumptions when Analyzing Randomized Experiments with Noncompliance and Missing Outcomes. HEALTH SERVICES AND OUTCOMES RESEARCH METHODOLOGY, vol. 3, pp. 225-232, ISSN:1387-3741

F. MEALLI; R. PAGNI (2002). Analisi e valutazione delle politiche per le nuove imprese. Il caso della LR Toscana 27/93. MILANO: Franco Angeli.

MELLO G; PARRETTI E; CIONI R; LAGAZIO C; F. MEALLI; PRATESI M (2002). Individual longitudinal patterns in biochemical and hematological markers for the early prediction of pre-eclampsia. THE JOURNAL OF MATERNAL-FETAL & NEONATAL MEDICINE, vol. 11(2), pp. 93-99, ISSN:1476-7058

M. Baccini; F. Billari; F. Mealli; C. Rampichini; A. Rosina; M. S. Salvini (2002). I modelli di durata negli studi di popolazione. Accesso ONLINE all'editore

G. CALZOLARI; F. MEALLI; C. RAMPICHINI (2001). Alternative Simulation-Based Estimators of Logit Models with Random-Effects. Firenze: Quaderni Dipart. Statistica "G.Parenti", 49/2002

CALZOLARI G.; L. MAGAZZINI; F. MEALLI (2001). Simulation-Based Estimation of Tobit Model with Random Effects. In: R. FRIEDMANN; L. KNUEPPEL; AND H. LUETKEPOHL; Eds.. Econometric Studies, a Festschrift in Honour of Joachim Frohn, pp. 349-370, MUENSTER: LIT Verlag, ISBN:9783825855994.

M. Baccini; F. Mealli (2001). Metodi diagnostici basati sui residui nei modelli per dati di durata.. Firenze: - Firenze University Press

F. MEALLI; BIGGERI A. (2000). Identifiability of Causal Relationships in Non-Experimental Studies: Some Case Studies”. In: Società Italiana di Statistica, Firenze, pp. 409-418.

F. MEALLI; A. VIVIANI; F. PIEROTTI (1999). Funzioni frontiera su dati panel: il caso della distribuzione commerciale. STATISTICA APPLICATA, vol. 11, pp. 77-92, ISSN:1125-1964

G. CALZOLARI; MEALLI F.; RAMPICHINI C. (1999). Indirect Estimation of Logit Multilevel Models.

F. MEALLI; S. PUDNEY (1999). Specification tests for random-effects transition models: An application to a model of the British Youth Training Scheme. LIFETIME DATA ANALYSIS, vol. 5, pp. 213-237, ISSN:1380-7870, Kluwer Academic Publishers:Journals Department, PO Box 322, 3300 AH Dordrecht Netherlands:011 31 78 6576050, EMAIL: frontoffice@wkap.nl, kluweronline@wkap.nl, INTERNET: http://www.kluwerlaw.com, Fax: 011 31 78 6576254:

F. MEALLI; C. RAMPICHINI (1999). Estimating Binary Multilevel Models through Indirect Inference. COMPUTATIONAL STATISTICS & DATA ANALYSIS, vol. 29, pp. 313-324, ISSN:0167-9473

G. CALZOLARI; MEALLI F.; RAMPICHINI C. (1998). Indirect Estimation of Logit Models with Random-Effects.

S. PUDNEY; F.L. GALASSI; F. MEALLI (1998). An Econometric Model of Farm Tenures in Fifteenth- Century Florence Economica. ECONOMICA, vol. 65, pp. 535-556, ISSN:0013-0427

F. CORRADI; F. MEALLI (1996). NONPARAMETRIC SPECIFICATION OF ERROR TERMS IN DYNAMIC MODELS. In: J. O. Berger, B. Betrò, E. Moreno, L. R. Pericchi, F. Ruggeri, G. Salinetti, L. Wasserman. Bayesian Robustness, pp. 293-303, Hayward, CA: Istitute of Mathematical Statistics.

F. MEALLI; S.E. PUDNEY; J. THOMAS (1996). Training duration and post-training outcomes: a duration-limited competing risks models. ECONOMIC JOURNAL, vol. 106, pp. 422-433, ISSN:0013-0133

F. MEALLI; S. PUDNEY (1996). Occupational pensions and job mobility in Britain: estimation of a random-effects competing risks model. JOURNAL OF APPLIED ECONOMETRICS, vol. 11, pp. 293-320, ISSN:0883-7252

F. MEALLI (1994). Scelte politomiche ed autoselezione. STATISTICA, vol. 4, pp. 501-519, ISSN:0390-590X

GORI E.; F. MEALLI; C. RAMPICHINI (1993). Indicatori di effcienza ed efficacia per la valutazione dell’attività di formazione professionale. STATISTICA, vol. 3, pp. 501-533, ISSN:0390-590X