Edit Profile (opens in new tab) Mealli, Fabrizia Co-Author Distance Author ID: mealli.fabrizia Published as: Mealli, Fabrizia; Mealli, F. Documents Indexed: 32 Publications since 1994 Co-Authors: 30 Co-Authors with 31 Joint Publications 489 Co-Co-Authors all top 5 Co-Authors 1 single-authored 8 Mattei, Alessandra 8 Pacini, Barbara 6 Rubin, Donald Bruce 5 Li, Fan 3 Dominici, Francesca 3 Forastiere, Laura 2 Frumento, Paolo 2 Nethery, Rachel C. 2 Zhang, Junni L. 1 Airoldi, Edoardo M. 1 Arpino, Bruno 1 Biggeri, Annibale 1 Biggeri, Mario 1 Braun, Danielle 1 Ferro, Salvatore 1 Imbens, Guido Wilhelmus 1 Kioumourtzoglou, Marianthi-Anna 1 Mercatanti, Andrea 1 Miratrix, Luke 1 Nannini, Maria 1 Noirjean, Silvia 1 Papadogeorgou, Georgia 1 Pudney, Stephen 1 Rampichini, Carla 1 Ricciardi, Federico 1 Roli, Giulia 1 Sacks, Jason D. 1 Schwartz, Scott L. 1 Wu, Xiao 1 Zigler, Corwin Matthew all top 5 Serials 8 Journal of the American Statistical Association 3 Biometrics 3 Computational Statistics and Data Analysis 3 The Annals of Applied Statistics 2 Biometrika 2 Communications in Statistics. Theory and Methods 2 Statistical Analysis and Data Mining 1 Statistica 1 Statistical Science 1 Lifetime Data Analysis 1 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 Biostatistics 1 Statistical Methods and Applications 1 Bayesian Analysis all top 5 Fields 31 Statistics (62-XX) 6 Numerical analysis (65-XX) 3 Computer science (68-XX) 3 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 2 Probability theory and stochastic processes (60-XX) 1 History and biography (01-XX) 1 Biology and other natural sciences (92-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 27 Publications have been cited 166 times in 108 Documents Cited by ▼ Year ▼ Using secondary outcomes to sharpen inference in randomized experiments with noncompliance. Zbl 06224991 Mealli, Fabrizia; Pacini, Barbara 17 2013 Likelihood-based analysis of causal effects of job-training programs using principal stratification. Zbl 1388.62074 Zhang, Junni L.; Rubin, Donald B.; Mealli, Fabrizia 16 2009 Analyzing a randomized trial on breast self-examination with noncompliance and missing outcomes. Zbl 1096.62120 Mealli, Fabrizia; Imbens, Guido W.; Ferro, Salvatore; Biggeri, Annibale 14 2004 Evaluating the effect of training on wages in the presence of noncompliance, nonemployment, and missing outcome data. Zbl 1328.62609 Frumento, Paolo; Mealli, Fabrizia; Pacini, Barbara; Rubin, Donald B. 13 2012 Clarifying missing at random and related definitions, and implications when coupled with exchangeability. Zbl 1390.62042 Mealli, Fabrizia; Rubin, Donald B. 12 2015 A Bayesian semiparametric approach to intermediate variables in causal inference. Zbl 1234.62022 Schwartz, Scott L.; Li, Fan; Mealli, Fabrizia 11 2011 Causal inference with interfering units for cluster and population level treatment allocation programs. Zbl 1436.62676 Papadogeorgou, Georgia; Mealli, Fabrizia; Zigler, Corwin M. 10 2019 The specification of the propensity score in multilevel observational studies. Zbl 1328.62019 Arpino, Bruno; Mealli, Fabrizia 8 2011 Application of the principal stratification approach to the Faenza randomized experiment on breast self-examination. Zbl 1136.62392 Mattei, A.; Mealli, F. 8 2007 Evaluating the causal effect of university grants on student dropout: evidence from a regression discontinuity design using principal stratification. Zbl 1397.62585 Li, Fan; Mattei, Alessandra; Mealli, Fabrizia 7 2015 Exploiting multiple outcomes in Bayesian principal stratification analysis with application to the evaluation of a job training program. Zbl 1283.62054 Mattei, Alessandra; Li, Fan; Mealli, Fabrizia 7 2013 Evaluating the effects of job training programs on wages through principal stratification. Zbl 1190.91125 Zhang, Junni L.; Rubin, Donald B.; Mealli, Fabrizia 7 2008 Identification and estimation of treatment and interference effects in observational studies on networks. Zbl 1464.62207 Forastiere, Laura; Airoldi, Edoardo M.; Mealli, Fabrizia 7 2021 Augmented designs to assess principal strata direct effects. Zbl 1228.62059 Mattei, Alessandra; Mealli, Fabrizia 6 2011 Estimating binary multilevel models through indirect inference. Zbl 1042.65512 Mealli, Fabrizia; Rampichini, Carla 5 1999 Comparing principal stratification and selection models in parametric causal inference with nonignorable missingness. Zbl 1301.62130 Mealli, Fabrizia; Pacini, Barbara 4 2008 Bayesian inference for sequential treatments under latent sequential ignorability. Zbl 1441.62211 Ricciardi, Federico; Mattei, Alessandra; Mealli, Fabrizia 3 2020 Identification of causal effects in the presence of nonignorable missing outcome values. Zbl 1419.62405 Mattei, Alessandra; Mealli, Fabrizia; Pacini, Barbara 2 2014 Improving inference of Gaussian mixtures using auxiliary variables. Zbl 07260422 Mercatanti, Andrea; Li, Fan; Mealli, Fabrizia 1 2015 The fragility of standard inferential approaches in principal stratification models relative to direct likelihood approaches. Zbl 07260579 Frumento, Paolo; Mealli, Fabrizia; Pacini, Barbara; Rubin, Donald B. 1 2016 Specification tests for random-effects transition models: An application to a model of the British youth training scheme. Zbl 0939.62127 Mealli, Fabrizia; Pudney, Stephen 1 1999 Correction to: “Clarifying missing at random and related definitions, and implications when coupled with exchangeability”. Zbl 1499.62116 Mealli, Fabrizia; Rubin, Donald B. 1 2016 Evaluation of the health impacts of the 1990 Clean Air Act Amendments using causal inference and machine learning. Zbl 1510.62447 Nethery, Rachel C.; Mealli, Fabrizia; Sacks, Jason D.; Dominici, Francesca 1 2021 A conversation with Donald B. Rubin. Zbl 1331.62022 Li, Fan; Mealli, Fabrizia 1 2014 Exploiting multivariate outcomes in Bayesian inference for causal effects with noncompliance. Zbl 1300.62025 Mattei, Alessandra; Mealli, Fabrizia; Pacini, Barbara 1 2013 Estimating population average causal effects in the presence of non-overlap: the effect of natural gas compressor station exposure on cancer mortality. Zbl 1423.62149 Nethery, Rachel C.; Mealli, Fabrizia; Dominici, Francesca 1 2019 Estimation of causal effects in latent strata with an encouragement for response. Zbl 1296.62014 Roli, Giulia; Mealli, Fabrizia; Pacini, Barbara 1 2012 Identification and estimation of treatment and interference effects in observational studies on networks. Zbl 1464.62207 Forastiere, Laura; Airoldi, Edoardo M.; Mealli, Fabrizia 7 2021 Evaluation of the health impacts of the 1990 Clean Air Act Amendments using causal inference and machine learning. Zbl 1510.62447 Nethery, Rachel C.; Mealli, Fabrizia; Sacks, Jason D.; Dominici, Francesca 1 2021 Bayesian inference for sequential treatments under latent sequential ignorability. Zbl 1441.62211 Ricciardi, Federico; Mattei, Alessandra; Mealli, Fabrizia 3 2020 Causal inference with interfering units for cluster and population level treatment allocation programs. Zbl 1436.62676 Papadogeorgou, Georgia; Mealli, Fabrizia; Zigler, Corwin M. 10 2019 Estimating population average causal effects in the presence of non-overlap: the effect of natural gas compressor station exposure on cancer mortality. Zbl 1423.62149 Nethery, Rachel C.; Mealli, Fabrizia; Dominici, Francesca 1 2019 The fragility of standard inferential approaches in principal stratification models relative to direct likelihood approaches. Zbl 07260579 Frumento, Paolo; Mealli, Fabrizia; Pacini, Barbara; Rubin, Donald B. 1 2016 Correction to: “Clarifying missing at random and related definitions, and implications when coupled with exchangeability”. Zbl 1499.62116 Mealli, Fabrizia; Rubin, Donald B. 1 2016 Clarifying missing at random and related definitions, and implications when coupled with exchangeability. Zbl 1390.62042 Mealli, Fabrizia; Rubin, Donald B. 12 2015 Evaluating the causal effect of university grants on student dropout: evidence from a regression discontinuity design using principal stratification. Zbl 1397.62585 Li, Fan; Mattei, Alessandra; Mealli, Fabrizia 7 2015 Improving inference of Gaussian mixtures using auxiliary variables. Zbl 07260422 Mercatanti, Andrea; Li, Fan; Mealli, Fabrizia 1 2015 Identification of causal effects in the presence of nonignorable missing outcome values. Zbl 1419.62405 Mattei, Alessandra; Mealli, Fabrizia; Pacini, Barbara 2 2014 A conversation with Donald B. Rubin. Zbl 1331.62022 Li, Fan; Mealli, Fabrizia 1 2014 Using secondary outcomes to sharpen inference in randomized experiments with noncompliance. Zbl 06224991 Mealli, Fabrizia; Pacini, Barbara 17 2013 Exploiting multiple outcomes in Bayesian principal stratification analysis with application to the evaluation of a job training program. Zbl 1283.62054 Mattei, Alessandra; Li, Fan; Mealli, Fabrizia 7 2013 Exploiting multivariate outcomes in Bayesian inference for causal effects with noncompliance. Zbl 1300.62025 Mattei, Alessandra; Mealli, Fabrizia; Pacini, Barbara 1 2013 Evaluating the effect of training on wages in the presence of noncompliance, nonemployment, and missing outcome data. Zbl 1328.62609 Frumento, Paolo; Mealli, Fabrizia; Pacini, Barbara; Rubin, Donald B. 13 2012 Estimation of causal effects in latent strata with an encouragement for response. Zbl 1296.62014 Roli, Giulia; Mealli, Fabrizia; Pacini, Barbara 1 2012 A Bayesian semiparametric approach to intermediate variables in causal inference. Zbl 1234.62022 Schwartz, Scott L.; Li, Fan; Mealli, Fabrizia 11 2011 The specification of the propensity score in multilevel observational studies. Zbl 1328.62019 Arpino, Bruno; Mealli, Fabrizia 8 2011 Augmented designs to assess principal strata direct effects. Zbl 1228.62059 Mattei, Alessandra; Mealli, Fabrizia 6 2011 Likelihood-based analysis of causal effects of job-training programs using principal stratification. Zbl 1388.62074 Zhang, Junni L.; Rubin, Donald B.; Mealli, Fabrizia 16 2009 Evaluating the effects of job training programs on wages through principal stratification. Zbl 1190.91125 Zhang, Junni L.; Rubin, Donald B.; Mealli, Fabrizia 7 2008 Comparing principal stratification and selection models in parametric causal inference with nonignorable missingness. Zbl 1301.62130 Mealli, Fabrizia; Pacini, Barbara 4 2008 Application of the principal stratification approach to the Faenza randomized experiment on breast self-examination. Zbl 1136.62392 Mattei, A.; Mealli, F. 8 2007 Analyzing a randomized trial on breast self-examination with noncompliance and missing outcomes. Zbl 1096.62120 Mealli, Fabrizia; Imbens, Guido W.; Ferro, Salvatore; Biggeri, Annibale 14 2004 Estimating binary multilevel models through indirect inference. Zbl 1042.65512 Mealli, Fabrizia; Rampichini, Carla 5 1999 Specification tests for random-effects transition models: An application to a model of the British youth training scheme. Zbl 0939.62127 Mealli, Fabrizia; Pudney, Stephen 1 1999 all cited Publications top 5 cited Publications all top 5 Cited by 206 Authors 17 Mealli, Fabrizia 8 Mattei, Alessandra 8 Pacini, Barbara 6 Li, Fan 4 Ding, Peng 4 Rubin, Donald Bruce 3 Calzolari, Giorgio 3 Forastiere, Laura 3 Hudgens, Michael G. 3 Jiang, Zhichao 3 Keele, Luke John 3 Nethery, Rachel C. 3 Rappold, Ana Grohovac 3 Reich, Brian James 3 Sun, BaoLuo 3 Yang, Shu 3 Zigler, Corwin Matthew 2 Airoldi, Edoardo M. 2 Bojinov, Iavor I. 2 Clemens, John Daniel 2 Daniels, Michael J. 2 Dominici, Francesca 2 Doretti, Marco 2 Dunn, Graham 2 Emch, Michael E. 2 Frölich, Markus 2 Frumento, Paolo 2 Giffin, Andrew B. 2 Halloran, M. Elizabeth 2 Imbens, Guido Wilhelmus 2 Kim, Chanmin 2 Maracy, Mohammad 2 Marra, Giampiero 2 Mercatanti, Andrea 2 Papadogeorgou, Georgia 2 Richardson, Thomas Stuart 2 Small, Dylan S. 2 Song, Joon Jin 2 Stanghellini, Elena 2 Tchetgen Tchetgen, Eric J. 2 Tomenson, Barbara 2 Ye, Ting 2 Zhou, Xiao-Hua Andrew 1 Ahfock, Daniel C. 1 Altstein, L. 1 Attanasio, Massimo 1 Bajari, Patrick 1 Baldi, Pierre 1 Bargagli-Stoffi, Falco J. 1 Barkley, Brian G. 1 Bartalotti, Otávio 1 Bazán, Jorge Luis 1 Bellocco, Rino 1 Biggeri, Mario 1 Bornn, Luke 1 Branson, Zach J. 1 Braun, Danielle 1 Buchanan, Ashley L. 1 Burdick, Brian 1 Cattaneo, Matias D. 1 Chakladar, Sujatro 1 Chen, Guanghui 1 Chib, Siddhartha 1 Chiba, Yasutaka 1 Chin, Yoo-Mi 1 Choirat, Christine 1 Clark, Samuel J. 1 Coelho, Fabiano R. 1 Collier, Zachary K. 1 Copeland, Laurel A. 1 Das, Ujjwal 1 de Witte, Kristof 1 Deng, Grace 1 deSouza, Priyanka 1 Dhar, Subhra Sankar 1 Di Iorio, Francesca 1 Díaz, Juan D. 1 Dupuis-Lozeron, Elise 1 Enea, Marco 1 Faghihzadeh, Soghrat 1 Feng, Qian 1 Franks, Alexander M. 1 Friedman, Samuel R. 1 Frigessi, Arnoldo 1 Fushiki, Tadayoshi 1 Geneletti, Sara 1 Geng, Zhi 1 Gilmour, Steven G. 1 Glynn, Adam N. 1 Gnecco, Giorgio 1 Gottard, Anna 1 Guan, Yawen 1 Guerrier, Stéphane 1 Han, Cuize 1 Harris, Steve 1 Heggland, Knut 1 Heng, Siyu 1 Hernán, Miguel A. 1 Hofman, Jake M. 1 Hogan, Joseph W. ...and 106 more Authors all top 5 Cited in 35 Serials 17 The Annals of Applied Statistics 16 Journal of the American Statistical Association 11 Biometrics 8 Statistical Science 6 Computational Statistics and Data Analysis 3 Psychometrika 3 Communications in Statistics. Theory and Methods 3 Journal of the Royal Statistical Society. Series B. Statistical Methodology 3 Journal of Applied Statistics 3 Statistical Methods and Applications 2 The American Statistician 2 The Canadian Journal of Statistics 2 International Statistical Review 2 Journal of Econometrics 2 Econometric Reviews 2 Communications in Statistics. Simulation and Computation 2 Journal of Statistical Computation and Simulation 2 Australian & New Zealand Journal of Statistics 2 Statistical Methods in Medical Research 2 Journal of Agricultural, Biological, and Environmental Statistics 1 The Annals of Statistics 1 Journal of Multivariate Analysis 1 Journal of Statistical Planning and Inference 1 Statistics & Probability Letters 1 Economics Letters 1 Proceedings of the National Academy of Sciences of the United States of America 1 Statistica Sinica 1 Data Mining and Knowledge Discovery 1 Biostatistics 1 Brazilian Journal of Probability and Statistics 1 Journal of the Korean Statistical Society 1 Frontiers of Mathematics in China 1 Statistical Analysis and Data Mining 1 Statistics and Computing 1 Journal of Econometric Methods all top 5 Cited in 8 Fields 108 Statistics (62-XX) 6 Numerical analysis (65-XX) 6 Computer science (68-XX) 6 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 5 Biology and other natural sciences (92-XX) 2 Probability theory and stochastic processes (60-XX) 1 History and biography (01-XX) 1 Operations research, mathematical programming (90-XX) Citations by Year