Alessandra MATTEI

Ruolo attuale:: Professore Ordinario
SSD:: STAT-01/A - Statistica
Afferenza organizzativa:: Dipartimento di Statistica, Informatica, Applicazioni 'G. Parenti' (DiSIA)

Recapiti

	0552751596
	alessandra.mattei(AT)unifi.it

Alessandra MATTEI

Orario di ricevimento (aggiornato al 26/02/2024)

Il ricevimento si tiene su appuntamento da prendere per email (alessandra.mattei@unifi.it).

Il ricevimento si tiene presso il Dipartimento di Statistica, Informatica, Applicazioni ("G. Parenti"), Viale Morgagni, 59, 50134 Firenze.

Alessandra MATTEI

Biografia

Alessandra Mattei è Professore di Statistica presso il Dipartimento di Statistica, Informatica, Applicazioni dell'Università di Firenze (Italia). Ha conseguito il dottorato di ricerca e postdoc training in Statistica presso l'Università di Firenze.

Attualmente è Associate Editor per “Biometrical Journal” e “The Annals of Applied Statistics”. È membro del collegio dei docenti del dottorato di ricerca in Matematica, Informatica e Statistica dell'Università di Firenze e presidente del Corso di Laurea in “Statistica e Data Science” (Scuola di Economia e Management)

I sui principali interessi di ricerca si focalizzano sull'inferenza causale da studi sperimentali e osservazionali. È particolarmente interessata allo sviluppo di metodi per l'analisi di disegni irregolari e alla metodologia bayesiana. Le sue ricerche empiriche spaziano in diverse ambiti, tra cui le science economiche e sociali, gli interventi di politica pubblica, salute pubblica, salute ambientale e scienze biomediche.

Alessandra MATTEI

Curriculum

Si veda

Curriculum vitae - Alessandra Mattei

Pubblicazioni - Alessandra Mattei

Alessandra MATTEI

Interessi

La sua ricerca metodologica si focalizza su metodi di inferenza causale negli studi sperimentali e osservazionali. È particolarmente interessata allo sviluppo di metodi per l'analisi di disegni irregolari e a un approccio Bayesiano all'inferenza. La sua ricerca empirica si estende all'economia, alle scienze sociali e alle scienze mediche.

Alessandra MATTEI

Pubblicazioni

Legenda

Contributo su rivista |

Articolo su libro |

Libro |

Contributo in atti di convegno (proceeding) |

Brevetto |

Curatela | Altro

Altro |

Tesi di Dottorato

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

Grossi, Giulio; Mariani, Marco; Mattei, Alessandra; Mealli, Fabrizia (2025). Bayesian principal stratification with longitudinal data and truncation by death. ECONOMETRICS AND STATISTICS, vol. -, pp. 1-12, ISSN:2452-3062 DOI Accesso ONLINE all'editore

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

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, vol. 91, pp. 0-0, ISSN:2211-0348 DOI

Giuseppe Caruso, Martina Colucci, Alessandra Mattei, Fiammetta Menchetti (2024). Gli effetti su produttività e occupazione degli incentivi alla R&S nei progetti con potenziale di automazione e digitalizzazione. pp. 1-59 Accesso ONLINE all'editore

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

Argirò, Alessia; Zampieri, Mattia; Mazzoni, Carlotta; Fumagalli, Carlo; Baccini, Michela; Mattei, Alessandra; Cipriani, Alberto; De Michieli, Laura; Porcari, Aldostefano; Sinagra, Gianfranco; Merlo, Marco; Tini, Giacomo; Musumeci, Beatrice; Russo, Domitilla; Vianello, Pier Filippo; Canepa, Marco; Licordari, Roberto; di Bella, Gianluca; Rapezzi, Claudio; Perfetto, Federico; Cappelli, Francesco (2024). Progression and prognostic significance of electrocardiographic findings in patients with cardiac amyloidosis. ESC HEART FAILURE, pp. 1-10, ISSN:2055-5822 DOI

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, vol. 30, pp. 1077-1080, ISSN:1477-0970 DOI

Grossi, Giulio; Mariani, Marco; Mattei, Alessandra; Lattarulo, Patrizia; Öner, Özge (2024). Direct and spillover effects of a new tramway line on the commercial vitality of peripheral streets: a synthetic-control approach. JOURNAL OF THE ROYAL STATISTICAL SOCIETY. SERIES A. STATISTICS IN SOCIETY, vol. --, pp. 1-18, ISSN:0964-1998 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

Claudio Conversano, Peng Ding, Alessandra Mattei, Agnese Panzera, Giancarlo Ragozini (2023). Special issue on Advanced statistical modeling and causal inference with complex data for better decision making. In: Claudio Conversano, Peng Ding, Alessandra Mattei, Agnese Panzera, Giancarlo Ragozini. Special issue on Advanced statistical modeling and causal inference with complex data for better decision making, pp. 1-4 Springer.

Giulio Grossi; Marco Mariani; Alessandra Mattei; Patrizia Lattarulo; Özge Öner (2023). Direct and spillover effects of a new tramway line on the commercial vitality of peripheral streets. A synthetic-control approach. DOI Accesso ONLINE all'editore

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

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

Giulio Grossi, Alessandra Mattei, Georgia Papadogeorgou (2023). SMaC: Spatial Matrix Completion method. In: SIS 2023 - Statistical Learning, Sustainability and Impact Evaluation, Pearson, pp. 697-701, ISBN:9788891935618 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, 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.

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, vol. 29, pp. 1708-1718, ISSN:1351-5101 DOI

Michela Bia; Alessandra Mattei; Andrea Mercatanti (2022). Assessing Causal Effects in a Longitudinal Observational Study with "Truncated" Outcomes due to Unemployment and Nonignorable Missing Data. JOURNAL OF BUSINESS & ECONOMIC STATISTICS, pp. 718-729, ISSN:0735-0015 DOI Accesso ONLINE all'editore

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

Federica Licari; Alessandra Mattei (2020). Assessing causal effects of extra compulsory learning on college students' academic performances. JOURNAL OF THE ROYAL STATISTICAL SOCIETY. SERIES A. STATISTICS IN SOCIETY, vol. 183, pp. 1595-1614, ISSN:0964-1998 DOI

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

Lupparelli M.; Mattei A. (2020). Joint and marginal causal effects for binary non-independent outcomes. JOURNAL OF MULTIVARIATE ANALYSIS, vol. 178, pp. 1-14, ISSN:0047-259X 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

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

Vignoli, Daniele; Tocchioni, Valentina; Mattei, Alessandra (2020). The impact of job uncertainty on first-birth postponement. ADVANCES IN LIFE COURSE RESEARCH, vol. 45, pp. 1-10, ISSN:1879-6974 DOI Accesso ONLINE all'editore

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

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.

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

Monia Lupparelli; Alessandra Mattei (2020). Natural direct and indirect relative risk for mediation analysis. In: SIS 2020, Pearson, pp. 131-136.

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

Marco Mariani; Alessandra Mattei; Lorenzo Storchi; Daniele Vignoli (2019). The ambiguous effects of public assistance to youth and female start-ups between job creation and entrepreneurship enhancement. SR SCIENZE REGIONALI, vol. 18, pp. 237-260, ISSN:1720-3929 DOI

Valentina Tocchioni, Daniele Vignoli, Alessandra Mattei, Bruno Arpino (2019). Employment and fertility in couples: whose employment uncertainty matter most?. In: Smart statistics for smart applications, Milano, 19-21 giugno 2019, Pearson, pp. 1107-1111, ISBN:9788891915108

Elena Pirani, Gustavo De Santis, Alessandra Mattei, Marina Ballerini (2018). Is retirement bad for health? A matching approach. In: SIS Conference 2018, Pearson, pp. 1098-1103, ISBN:9788891910233

Laura Forastiere, Alessandra Mattei, Peng Ding (2018). Principal ignorability in mediation analysis: through and beyond sequential ignorability. BIOMETRIKA, vol. 105, pp. 979-986, ISSN:0006-3444 DOI

Daniele Vignoli, Valentina Tocchioni, Alessandra Mattei (2018). First-Birth Gains and Losses from the First Job in Italy: The Role of Employment Uncertainty. Accesso ONLINE all'editore

Monia Lupparelli; Alessandra Mattei (2017). Log-mean linear models for causal inference. In: SIS 2017, Firenze, 28-30 Giugno 2017, Firenze University Press, pp. 621-626, ISBN:978-88-6453-521-0 Accesso ONLINE all'editore

Geraci, Marco; Mattei, Alessandra (2017). A novel quantile-based decomposition of the indirect effect in mediation analysis with an application to infant mortality in the US population. 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

Simonetta, Bernardini; Anna, Gottard; Massimo, Rinaldi; Alessandra, Mattei; Gianni, Virgili; Franco, Cracolici; Rosaria, Ferreri; Roberto, Pulcri (2017). Effect of Integrated Medicine on Physical Performances of Orthopaedic and Stroke Patients: A Propensity Score-Matched Study. ALTERNATIVE & INTEGRATIVE MEDICINE, vol. 6, pp. 1-6, ISSN:2327-5162 DOI

Mattei, A; Lupparelli, M. (2017). Causal inference for binary non-independent outcomes.

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

Arpino B; De Benedictis L; Mattei A (2017). Implementing propensity score matching with network data: The effect of the General Agreement on Tariffs and Trade on bilateral trade. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS, vol. 66, pp. 537-554, ISSN:0035-9254 DOI Accesso ONLINE all'editore

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

Arpino, Bruno; Mattei, Alessandra (2016). Assessing the causal effects of financial aids to firms in Tuscany allowing for interference. THE ANNALS OF APPLIED STATISTICS, vol. 10, pp. 1170-1194, ISSN:1932-6157 DOI

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

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

A. Gottard; A. Mattei; D. Vignoli (2015). The relationship between education and fertility in the presence of a time-varying frailty component. JOURNAL OF THE ROYAL STATISTICAL SOCIETY. SERIES A, STATISTICS IN SOCIETY, vol. 178, pp. 863-881, ISSN:1467-985X DOI Accesso ONLINE all'editore

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

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

Arpino, Bruno; De Benedictis, Luca; Mattei, Alessandra (2015). Implementing Propensity Score Matching with Network Data: The effect of GATT on bilateral trade.

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

Bia Michela; Flores A. Carlos; Flores-Lagunes Alfonso; Mattei Alessandra (2014). A Stata Package for the Application of Semiparametric Estimators of Dose-Response Functions. THE STATA JOURNAL, vol. 14, pp. 580-604, ISSN:1536-867X DOI Accesso ONLINE all'editore

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

Menale Kassie; Moti Jaleta; Alessandra Mattei (2014). Evaluating the impact of improved maize varieties on food security in Rural Tanzania: Evidence from a continuous treatment approach. FOOD SECURITY, vol. 6, pp. 217-230, ISSN:1876-4517 DOI

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

Alessandra Mattei (2014). Principal stratification. In: Alex C. Michalos. Encyclopedia of quality of life research, pp. -----, --: Springer, ISBN:9789400707528.

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

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

Michela Bia; Carlos A. Flores; Alfonso Flores-Lagunes; Alessandra Mattei (2013). A Stata Ppackage for the Application of Semiparametric Estimators of Dose-Response Functions. 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

E. Ciucci; P. Calussi; E. Menesini; A. Mattei; M. Petralli; S. Orlandini (2013). Seasonal variation, weather and behavior in day-care children: a multilevel approach. INTERNATIONAL JOURNAL OF BIOMETEOROLOGY, vol. 57, pp. 845-856, ISSN:0020-7128 DOI

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

Bruno Arpino; Alessandra Mattei (2013). Assessing the Impact of Financial Aids to Firms: Causal Inference in the presence of Interference. Accesso ONLINE all'editore

Arpino B.; Mattei A. (2013). Assessing the Impact of Financial Aids to Firms: Causal Inference in the Presence of Interference. In: SCo 2013, Milan, Italy, 9-11 Settembre 2013, Poliscript 2013, pp. 1-6, ISBN:9788864930190

Bia M.; Mattei A.; Flores C.; Flores-Lagunes A. (2013). Semiparametric estimators of dose-response functions. In: Advances in Latent Variables - Methods, Models and Applications, Brescia, 19-21 Giugno 2013, Electronic Book - Eds. Brentari E., Carpita M., pp. 1-6, ISBN:9788834325568 Accesso ONLINE all'editore

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

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

B. Arpino; A. Mattei (2012). Assessing the Impact of Financial Aids to Firms: Causal Inference in the presence of Interference. In: 46TH SCIENTIFIC MEETING OF THE ITALIAN STATISTICAL SOCIETY, CLEUP - Padova, pp. -----, ISBN:9788861298828

M.Bia; A.Mattei (2012). Assessing the Effect of the Amount of Financial Aids to Piedmont Firms Using the Generalized Propensity Score. STATISTICAL METHODS & APPLICATIONS, vol. 21, pp. 485-516, ISSN:1618-2510 DOI Accesso ONLINE all'editore

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. 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

A. Gottard; A. Mattei; D. Vignoli (2012). How education affects fertility in the presence of time-varying frailty component. , in Working Paper 2012/07, Department of Statistics, University of Florence, Italy. Accesso ONLINE all'editore

A Mattei (2012). Discussion on 'Experimental designs for identifying causal mechanisms' by Kosuke Imai, Dustin Tingley and Teppei Yamamoto. JOURNAL OF THE ROYAL STATISTICAL SOCIETY. SERIES A. STATISTICS IN SOCIETY, pp. -----, ISSN:0964-1998 DOI

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

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

E.Ciucci; P.Calussi; E.Menesini; A. Mattei; M.Petralli; S.Orlandini (2011). Weather daily variation in winter and its effect on behavior and affective states in day-care children. INTERNATIONAL JOURNAL OF BIOMETEOROLOGY, vol. 55(3), pp. 327-337, ISSN:0020-7128 DOI Accesso ONLINE all'editore

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

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.

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

M.Bia; A.Mattei (2011). Assessing the Effect of R&D Contributions to Luxembourgish Firms: A Non Parametric Approach through the Application of Spline and Kernel Estimators. 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

A.Gottard; A.Mattei; D.Vignoli (2011). Modelling fertility and education in Italy in the presence of time-varying frailty component. In: IWSM 2011, Valencia, Spain, 11-15 Luglio 2011, David Conesa, Anabel Forte, Antonio Lopez-Quilez, Facundo Munoz, pp. 281-286, ISBN:9788469451298

B.Arpino; A.Mattei (2011). Assessing the Impact of Financial Aids to Firms: Causal Inference in the Presence of Interference. 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

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

M.Bia; CA.Flores; A.Mattei (2011). Nonparametric estimators of dose-response functions. , in Working Paper 2011-40, CEPS/INSTEAD, Luxembourg Accesso ONLINE all'editore

A.Mattei (2011). Review of the book “Bayesian Missing Data Problems. EM, DataAugmentation and Non-iterative Computation.” by Ng, K. W., Tan, M. T. and Tian G.-L. Chapman & Hall/CRC.. BIOMETRICS, vol. 67, pp. 672-674, ISSN:0006-341X DOI

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

D. Vignoli; A. Gottard; A. Mattei (2010). Modeling fertility and education in Italy: time-variant or invariant unobserved heterogeneity component?. In: Joint Meeting GfKI-CLADAG 2010, Firenze (Italy), 8-10 settembre 2010, Organizing Commetee, pp. 163-164.

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. -----.

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

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

A. Mattei; F. Francavilla (2009). Assessing the Causal Effect of Childbearing on Economic Wellbeing in Albania. In: H. Engelhardt, H.-P. Kohler; A.Prskawetz. Causal Analysis in Population Studies: Concepts, Methods and Applications, pp. 201-233 The Springer Series on Demographic Methods and Population Analysis Vol. 30, Springer Science+Business Media B.V. 2009, ISBN:9781402099663.

A. Mattei (2009). Estimating and Using Propensity Score in Presence of Missing Background Data: An Application to Assess the Impact of Childbearing on Wellbeing. STATISTICAL METHODS & APPLICATIONS, vol. 18, pp. 257-273, ISSN:1618-2510 DOI

A. Mattei (2009). Identifying and Estimating Direct and Indirect Effects. In: Seventh Meeting of the CLAssification and Data Analysis Group of the Italian Statistical Society, Catania, Italy, September 9-11, 2009, pp. 273-276, ISBN:9788861294066

M. Bia; A. Mattei (2008). A STATA Package for the Estimation of the Dose-Response Function through Adjustment for the Generalized Propensity Score. THE STATA JOURNAL, vol. Volume 8, pp. 354-373, ISSN:1536-867X DOI

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

M. Bia; A. Mattei (2007). Application of the generalized propensity score. Evaluation of public contributions to Piedmont enterprises. , in Working Paper 2007/89, Dipartimento di politiche pubbliche e scelte collettive, Università degli Studi del Piemonte Orientale, Italy Accesso ONLINE all'editore

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

Vincenzo Mauro; Alessandra Mattei (2007). Analisi e Valutazione delle Politiche di Sostegno alle Imprese Artigiane della Toscana. Accesso ONLINE all'editore

V. Mauro; A. Mattei (2007). Analisi e valutazione delle politiche di sostegno alle imprese artigiane della Toscana. Rapporto di ricerca. Accesso ONLINE all'editore

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

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

A. Mattei; F. Francavilla (2006). Assessing the causal effect of childbearing on economic wellbeing in Albania. , in Working Paper 2006/13, Department of Statistics, University of Florence, Italy Accesso ONLINE all'editore

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

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

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

P. Berti; A. Mattei; P. Rigo (2002). Uniform Convergence of Empirical and Predictive Measures. In: Atti del Seminario Matematico e Fisico, Univesità di Modena, --, pp. 465-477.

Alessandra MATTEI

Tematiche di tesi

Alessandra MATTEI

Biography

Alessandra Mattei is Professor of Statistics in the Department of Statistics, Computer Science, Applications at the University of Florence (Italy). She received her Ph.D and postdoc training in Statistics from the University of Florence.

She currently serves as an associate editor of “Biometrical Journal,” and ”The Annals of Applied Statistics.” She is member of the of the board of the PhD program in Mathematics, Computer Science, Statistics of the University of Florence and she is Chair of the Master Program in “Statistics and Data
Science” (School of Economics and Management, University of Florence).

Her main research interest is causal inference from experimental and observational studies. She is particularly interested in developing methods for the analysis of irregular designs and Bayesian methodology. Her empirical research various areas of science including economics, social sciences, public policy, public health, environmental health, and biomedical sciences.

Alessandra MATTEI

Curriculum

See

Curriculum Vitae - Alessandra Mattei

Publications - Alessandra Mattei

Alessandra MATTEI

Interest

Her methodological research focuses on methods for causal inference in experimental and observational studies. She is particularly interested in developing methods for the analysis of irregular designs and Bayesian methodology. Her empirical research spans economics, social sciences, public policy, public health, environmental health, and biomedical sciences.