Details about Fabrizia Mealli

Access statistics for papers by Fabrizia Mealli.

Last updated 2025-11-12. Update your information in the RePEc Author Service.

Short-id: pme220

Working Papers

2025

1. Do Test Scores Help Teachers Give Better Track Advice to Students? A Principal Stratification Analysis
   Papers, arXiv.org

2022

2. Exploiting network information to disentangle spillover effects in a field experiment on teens' museum attendance
   Papers, arXiv.org View citations (1)

2021

3. Causal effect of regulated Bitcoin futures on volatility and volume
   Papers, arXiv.org
4. Estimating the causal effect of an intervention in a time series setting: the C-ARIMA approach
   Papers, arXiv.org View citations (1)

2020

5. Modelling Network Interference with Multi-valued Treatments: the Causal Effect of Immigration Policy on Crime Rates
   Papers, arXiv.org View citations (1)

2019

6. Exploring encouragement, treatment and spillover effects using principal stratification, with application to a field experiment on teens' museum attendance
   Natural Field Experiments, The Field Experiments Website View citations (2)
   See also Journal Article Exploring Encouragement, Treatment, and Spillover Effects Using Principal Stratification, With Application to a Field Experiment on Teens’ Museum Attendance, Journal of Business & Economic Statistics, Taylor & Francis Journals (2021) View citations (1) (2021)

2015

7. Bayesian inference for causal mechanisms with application to a randomized study for postoperative pain control
   Econometrics Working Papers Archive, Universita' degli Studi di Firenze, Dipartimento di Statistica, Informatica, Applicazioni "G. Parenti"

2013

8. Mode choice analysis of mobility in Florence. A choice experiment
   Studi e approfondimenti, Istituto Regionale per la Programmazione Economica della Toscana
9. What kinds of R&D consortia enhance SMEs productivity? Evidence from a small-business innovation policy
   "Marco Fanno" Working Papers, Dipartimento di Scienze Economiche "Marco Fanno"

2008

10. The specification of the propensity score in multilevel observational studies
    Working Papers, "Carlo F. Dondena" Centre for Research on Social Dynamics (DONDENA), Università Commerciale Luigi Bocconi View citations (1)
    Also in MPRA Paper, University Library of Munich, Germany (2008) View citations (1)
    See also Journal Article The specification of the propensity score in multilevel observational studies, Computational Statistics & Data Analysis, Elsevier (2011) View citations (27) (2011)

2006

11. From Temporary Help Jobs to Permanent Employment: What Can We Learn from Matching Estimators and their Sensitivity?
    CEPR Discussion Papers, C.E.P.R. Discussion Papers View citations (47)
    Also in IZA Discussion Papers, Institute of Labor Economics (IZA) (2006) View citations (55)
    See also Journal Article From temporary help jobs to permanent employment: what can we learn from matching estimators and their sensitivity?, Journal of Applied Econometrics, John Wiley & Sons, Ltd. (2008) View citations (379) (2008)
12. Measuring the economic vulnerability of children in developing countries: an application to Guatemala
    ISER Working Paper Series, Institute for Social and Economic Research View citations (3)

2005

13. Poverty and Fertility in Less Developed Countries: A Comparative Analysis
    Discussion Papers in Economics, Division of Economics, School of Business, University of Leicester View citations (8)
    Also in ISER Working Paper Series, Institute for Social and Economic Research (2005) View citations (8)

2003

14. Household vulnerability and child labor: the effect of shocks, credit rationing and insurance
    Social Protection Discussion Papers and Notes, The World Bank View citations (54)
    See also Journal Article Household vulnerability and child labor: the effect of shocks, credit rationing, and insurance, Journal of Population Economics, Springer (2010) View citations (96) (2010)

2001

15. Alternative Simulation-Based Estimators of Logit Models with Random Effects
    Econometrics Working Papers Archive, Universita' degli Studi di Firenze, Dipartimento di Statistica, Informatica, Applicazioni "G. Parenti" View citations (2)
16. Simulation-based estimation of Tobit model with random effects
    MPRA Paper, University Library of Munich, Germany View citations (5)

2000

17. Modelling short unemployment in Europe
    ISER Working Paper Series, Institute for Social and Economic Research View citations (8)

Undated

18. Applying Heterogeneous Transition Models in Labour Economics: The Role of Youth Training in labour Market transitions
    Discussion Papers in Public Sector Economics, Division of Economics, School of Business, University of Leicester View citations (1)
19. Cash Limits and the Control of Public Expenditure in the United Kingdom
    Discussion Papers in Economics, Division of Economics, School of Business, University of Leicester
    See also Journal Article Cash Limits and the Control of Public Expenditure in the United Kingdom, European Research Studies Journal, European Research Studies Journal (1998) (1998)
20. Econometrics and the Renaissance: A Discrete Random-Effects Panel Data Model of Farm Tenures in Fifteenth Century Florence
    Discussion Papers in Economics, Division of Economics, School of Business, University of Leicester
21. Specification Tests for Random-Effects Transition Models An Application to a Model of the Role of YTS in the Youth Labour Market
    Discussion Papers in Economics, Division of Economics, School of Business, University of Leicester

Journal Articles

2025

1. Exploiting Network Information to Disentangle Spillover Effects in a Field Experiment on Teens’ Museum Attendance
   Journal of Educational and Behavioral Statistics, 2025, 50, (4), 567-603

2024

2. Estimating Causal Effects of Multi-Valued Treatments Accounting for Network Interference: Immigration Policies and Crime Rates
   Sociological Methods & Research, 2024, 53, (4), 1794-1828
3. Matching on Generalized Propensity Scores with Continuous Exposures
   Journal of the American Statistical Association, 2024, 119, (545), 757-772 View citations (1)

2023

4. Combining counterfactual outcomes and ARIMA models for policy evaluation
   The Econometrics Journal, 2023, 26, (1), 1-24 View citations (5)
5. Estimating causal effects of community health financing via principal stratification
   Statistical Methods & Applications, 2023, 32, (4), 1317-1350

2021

6. Evaluation of the health impacts of the 1990 Clean Air Act Amendments using causal inference and machine learning
   Journal of the American Statistical Association, 2021, 116, (535), 1128-1139 View citations (1)
7. Exploring Encouragement, Treatment, and Spillover Effects Using Principal Stratification, With Application to a Field Experiment on Teens’ Museum Attendance
   Journal of Business & Economic Statistics, 2021, 39, (1), 244-258 View citations (1)
   See also Working Paper Exploring encouragement, treatment and spillover effects using principal stratification, with application to a field experiment on teens' museum attendance, Natural Field Experiments (2019) View citations (2) (2019)
8. Identification and Estimation of Treatment and Interference Effects in Observational Studies on Networks
   Journal of the American Statistical Association, 2021, 116, (534), 901-918 View citations (22)
9. 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, 2021, 16, (5), 1-15

2020

10. Bayesian Inference for Sequential Treatments Under Latent Sequential Ignorability
    Journal of the American Statistical Association, 2020, 115, (531), 1498-1517
11. Preface to the papers on ‘Causal inference from non‐experimental studies: challenges, developments and applications’
    Journal of the Royal Statistical Society Series A, 2020, 183, (4), 1329-1332
12. 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, 2020, 99, (1), 25-53 View citations (2)

2019

13. Causal inference with interfering units for cluster and population level treatment allocation programs
    Biometrics, 2019, 75, (3), 778-787 View citations (7)

2018

14. The Effects of R&D Subsidies to Small and Medium-Sized Enterprises. Evidence from a Regional Program
    Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, 2018, 4, (2), 249-281 View citations (11)

2017

15. Principal Score Methods: Assumptions, Extensions, and Practical Considerations
    Journal of Educational and Behavioral Statistics, 2017, 42, (6), 726-758

2016

16. Clarifying missing at random and related definitions, and implications when coupled with exchangeability
    Biometrika, 2016, 103, (2), 491
    Also in Biometrika, 2015, 102, (4), 995-1000 (2015) View citations (12)
17. Identification and Estimation of Causal Mechanisms in Clustered Encouragement Designs: Disentangling Bed Nets Using Bayesian Principal Stratification
    Journal of the American Statistical Association, 2016, 111, (514), 510-525 View citations (9)
18. Identification of Principal Causal Effects Using Additional Outcomes in Concentration Graphs
    Journal of Educational and Behavioral Statistics, 2016, 41, (5), 463-480 View citations (3)

2015

19. Discussion of “On Bayesian Estimation of Marginal Structural Models”
    Biometrics, 2015, 71, (2), 293-296 View citations (1)

2014

20. Identification of causal effects in the presence of nonignorable missing outcome values
    Biometrics, 2014, 70, (2), 278-288 View citations (4)

2013

21. Using Secondary Outcomes to Sharpen Inference in Randomized Experiments With Noncompliance
    Journal of the American Statistical Association, 2013, 108, (503), 1120-1131 View citations (30)

2012

22. A Refreshing Account of Principal Stratification
    The International Journal of Biostatistics, 2012, 8, (1), 19 View citations (11)
23. Evaluating the Effect of Training on Wages in the Presence of Noncompliance, Nonemployment, and Missing Outcome Data
    Journal of the American Statistical Association, 2012, 107, (498), 450-466 View citations (32)
24. Evaluating the effects of university grants by using regression discontinuity designs
    Journal of the Royal Statistical Society Series A, 2012, 175, (3), 775-798 View citations (33)

2011

25. The specification of the propensity score in multilevel observational studies
    Computational Statistics & Data Analysis, 2011, 55, (4), 1770-1780 View citations (27)
    See also Working Paper The specification of the propensity score in multilevel observational studies, Working Papers (2008) View citations (1) (2008)

2010

26. Household vulnerability and child labor: the effect of shocks, credit rationing, and insurance
    Journal of Population Economics, 2010, 23, (1), 169-198 View citations (96)
    See also Working Paper Household vulnerability and child labor: the effect of shocks, credit rationing and insurance, Social Protection Discussion Papers and Notes (2003) View citations (54) (2003)

2009

27. Likelihood-Based Analysis of Causal Effects of Job-Training Programs Using Principal Stratification
    Journal of the American Statistical Association, 2009, 104, (485), 166-176 View citations (32)
28. Living Standards and Fertility in Indonesia: A Bayesian Analysis
    Giornale degli Economisti, 2009, 68, (2), 175-210

2008

29. Comparing principal stratification and selection models in parametric causal inference with nonignorable missingness
    Computational Statistics & Data Analysis, 2008, 53, (2), 507-516 View citations (5)
30. From temporary help jobs to permanent employment: what can we learn from matching estimators and their sensitivity?
    Journal of Applied Econometrics, 2008, 23, (3), 305-327 View citations (379)
    See also Working Paper From Temporary Help Jobs to Permanent Employment: What Can We Learn from Matching Estimators and their Sensitivity?, CEPR Discussion Papers (2006) View citations (47) (2006)
31. Nonparametric Bounds on the Causal Effect of University Studies on Job Opportunities Using Principal Stratification
    Journal of Educational and Behavioral Statistics, 2008, 33, (1), 111-130 View citations (13)

2007

32. Application of the Principal Stratification Approach to the Faenza Randomized Experiment on Breast Self-Examination
    Biometrics, 2007, 63, (2), 437-446 View citations (14)

2005

33. Temporary Work Agencies in Italy: A Springboard Toward Permanent Employment?
    Giornale degli Economisti, 2005, 64, (1), 1-27 View citations (66)

2003

34. Assumptions allowing the estimation of direct causal effects
    Journal of Econometrics, 2003, 112, (1), 79-87 View citations (21)

2002

35. Discussion of “Estimation of Intervention Effects with Noncompliance: Alternative Model Specifications†by Booil Jo
    Journal of Educational and Behavioral Statistics, 2002, 27, (4), 411-415

1999

36. Estimating binary multilevel models through indirect inference
    Computational Statistics & Data Analysis, 1999, 29, (3), 313-324 View citations (8)

1998

37. An Econometric Model of Farm Tenures in Fifteenth‐Century Florence
    Economica, 1998, 65, (260), 535-556
38. Cash Limits and the Control of Public Expenditure in the United Kingdom
    European Research Studies Journal, 1998, I, (1), 65-90
    See also Working Paper Cash Limits and the Control of Public Expenditure in the United Kingdom, Discussion Papers in Economics

1996

39. Occupational Pensions and Job Mobility in Britain: Estimation of a Random-Effects Competing Risks Model
    Journal of Applied Econometrics, 1996, 11, (3), 293-320 View citations (29)
40. Training Duration and Post-training Outcomes: A Duration-Limited Competing Risks Model
    Economic Journal, 1996, 106, (435), 422-33 View citations (11)

Chapters

2008

1. Evaluating the effects of job training programs on wages through principal stratification
   A chapter in Modelling and Evaluating Treatment Effects in Econometrics, 2008, pp 117-145 View citations (1)

2007

2. University Studies and Employment. An Application of the Principal Strata Approach to Causal Analysis
   Springer