Fabrizia Mealli

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Indicatori di efficienza ed efficacia per la valutazione dell'attività di formazione professionale

Enrico Gori, Fabrizia Mealli, Carla Rampichini, 1993 .

From Controlled to Undisciplined Data: Estimating Causal Effects in the Era of Data Science Using a Potential Outcome Framework

Fabrizia Mealli, Falco J. Bargagli-Stoffi, Francesca Dominici, 2020, Harvard Data Science Review.

Bayesian Inference for Sequential Treatments Under Latent Sequential Ignorability

Alessandra Mattei, Federico Ricciardi, Fabrizia Mealli, 2016, Journal of the American Statistical Association.

Causal inference with interfering units for cluster and population level treatment allocation programs

Corwin M Zigler, Fabrizia Mealli, Georgia Papadogeorgou, 2017, Biometrics.

Identification and Estimation of Treatment and Interference Effects in Observational Studies on Networks

Edoardo M. Airoldi, Fabrizia Mealli, Laura Forastiere, 2016, Journal of the American Statistical Association.

Multiple Imputation in the Anthrax Vaccine Research Program

Samantha R. Cook, Fabrizia Mealli, Fan Li, 2010 .

Estimating Population Average Causal Effects in the Presence of Non-Overlap: A Bayesian Approach

Fabrizia Mealli, Francesca Dominici, Rachel C. Nethery, 2018, 1805.09736.

Mode choice analysis of mobility in Florence. A choice experiment

Fabrizia Mealli, Rossella Berni, 2013 .

Identification and Estimation of Causal Mechanisms in Clustered Encouragement Designs: Disentangling Bed Nets Using Bayesian Principal Stratification

Tyler J VanderWeele, Fabrizia Mealli, Laura Forastiere, 2016, Journal of the American Statistical Association.

Improving inference of Gaussian mixtures using auxiliary variables

Fan Li, Fabrizia Mealli, Andrea Mercatanti, 2014, Stat. Anal. Data Min..

Exploiting network information to disentangle spillover effects in a field experiment on teens' museum attendance.

Fabrizia Mealli, Silvia Noirjean, Marco Mariani, 2020 .

Assumptions when Analyzing Randomized Experiments with Noncompliance and Missing Outcomes

Donald B. Rubin, Fabrizia Mealli, D. Rubin, 2002, Health Services and Outcomes Research Methodology.

Estimating Causal Effects on Social Networks

Edoardo M. Airoldi, Albert Wu, Fabrizia Mealli, 2018, 2018 IEEE 5th International Conference on Data Science and Advanced Analytics (DSAA).

Matching on Generalized Propensity Scores with Continuous Exposures

Danielle Braun, Fabrizia Mealli, Francesca Dominici, 2018, Journal of the American Statistical Association.

Missing Data and Imputation Methods

Donald B. Rubin, Alessandra Mattei, Fabrizia Mealli, 2011 .

Statistical Inference for Causal Effects

Donald B. Rubin, Fabrizia Mealli, Barbara Pacini, 2011 .

Identification of causal effects in the presence of nonignorable missing outcome values

Alessandra Mattei, Fabrizia Mealli, Barbara Pacini, 2014, Biometrics.

Preface to the papers on ‘Causal inference from non‐experimental studies: challenges, developments and applications’

Fabrizia Mealli, Alessandra Mattei, Bianca L. De Stavola, 2020 .

The fragility of standard inferential approaches in principal stratification models relative to direct likelihood approaches

Donald B. Rubin, Fabrizia Mealli, Barbara Pacini, 2016, Stat. Anal. Data Min..

Evaluating the Effect of Training on Wages in the Presence of Noncompliance, Nonemployment, and Missing Outcome Data

Donald B. Rubin, Fabrizia Mealli, Barbara Pacini, 2012 .

Comparing principal stratification and selection models in parametric causal inference with nonignorable missingness

Fabrizia Mealli, Barbara Pacini, F. Mealli, 2008, Comput. Stat. Data Anal..

Quale formazione professionale funziona per i disoccupati e gli inoccupati? Gli effetti differenziali di un programma regionale

Fabrizia Mealli, Marco Giovanni Mariani, Maria Luisa Maitino, 2012 .

The specification of the propensity score in multilevel observational studies

Bruno Arpino, Fabrizia Mealli, F. Mealli, 2011, Comput. Stat. Data Anal..

Nonparametric specification of error terms in dynamic models

Fabio Corradi, Fabrizia Mealli, 1996 .

Discussion of “On Bayesian Estimation of Marginal Structural Models”

Alessandra Mattei, Fabrizia Mealli, F. Mealli, 2015, Biometrics.

Causal Effects with Hidden Treatment Diffusion on Observed or Partially Observed Networks

Fabrizia Mealli, Irene Crimaldi, Laura Forastiere, 2021, 2109.07502.

Identification of Principal Causal Effects Using Additional Outcomes in Concentration Graphs

Fabrizia Mealli, Elena Stanghellini, Barbara Pacini, 2016 .

Occupational Pensions and Job Mobility in Britain: Estimation of a Random-Effects Competing Risks Model

Fabrizia Mealli, Stephen Pudney, S. Pudney, 1996 .

Discussion of “Estimation of Intervention Effects with Noncompliance: Alternative Model Specifications” by Booil Jo

Donald B. Rubin, Fabrizia Mealli, D. Rubin, 2002 .

Evaluating the Causal Effect of University Grants on Student Dropout: Evidence from a Regression Discontinuity Design Using Principal Stratification

Alessandra Mattei, Fan Li, Fabrizia Mealli, 2015, 1507.04199.

‘Clarifying missing at random and related definitions, and implications when coupled with exchangeability’

Donald B. Rubin, Fabrizia Mealli, D. Rubin, 2015 .

Regression Discontinuity Designs as Local Randomized Experiments

Alessandra Mattei, Fabrizia Mealli, F. Mealli, 2021 .

Multiple Imputation by Ordered Monotone Blocks With Application to the Anthrax Vaccine Research Program

Donald B. Rubin, Fan Li, Fabrizia Mealli, 2014 .

Exploiting multiple outcomes in Bayesian principal stratification analysis with application to the evaluation of a job training program

Alessandra Mattei, Fan Li, Fabrizia Mealli, 2013, 1401.2344.

Using Secondary Outcomes to Sharpen Inference in Randomized Experiments With Noncompliance

Fabrizia Mealli, Barbara Pacini, F. Mealli, 2013 .

Survivor average causal effects for continuous time: a principal stratification approach to causal inference with semicompeting risks

Fabrizia Mealli, Sebastien Haneuse, Corwin Zigler, 2019 .

Principal Score Methods: Assumptions, Extensions, and Practical Considerations

Avi Feller, Luke Miratrix, Fabrizia Mealli, 2017 .

Nonparametric Bounds on the Causal Effect of University Studies on Job Opportunities Using Principal Stratification

Fabrizia Mealli, Leonardo Grilli, 2008 .

Assessing the short term impact of air pollution on mortality: a matching approach

Alessandra Mattei, Fabrizia Mealli, Michela Baccini, 2017, Environmental Health.

Likelihood-Based Analysis of Causal Effects of Job-Training Programs Using Principal Stratification

Donald B. Rubin, Fabrizia Mealli, D. Rubin, 2009 .

Bayesian inference for causal mechanisms with application to a randomized study for postoperative pain control

Alessandra Mattei, Fabrizia Mealli, Michela Baccini, 2017, Biostatistics.

Training Duration and Post-training Outcomes: A Duration-Limited Competing Risks Model

Fabrizia Mealli, Stephen Pudney, Jonathan M. Thomas, 1996 .

A Bayesian Semiparametric Approach to Intermediate Variables in Causal Inference

Fan Li, Fabrizia Mealli, Fan Li, 2011 .

The International Journal of Biostatistics A Refreshing Account of Principal Stratification

Alessandra Mattei, Fabrizia Mealli, F. Mealli, 2012 .

A conversation with Donald B. Rubin

Fan Li, Fabrizia Mealli, Fan Li, 2014, 1404.1789.