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

Journal of the American Statistical Association, 2021-04, Vol.116 (534), p.901-918

2021

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Non-inferiority analysis of subcutaneous versus intravenous 300 mg monthly natalizumab administration: A post hoc analysis of the REFINE study

Multiple sclerosis, 2024-07, Vol.30 (8), p.1077-1080

2024

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The specification of the propensity score in multilevel observational studies

Computational statistics & data analysis, 2011-04, Vol.55 (4), p.1770-1780

2011

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Estimating causal effects of community health financing via principal stratification

Statistical methods & applications, 2023-10, Vol.32 (4), p.1317-1350

2023

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A Bayesian Semiparametric Approach to Intermediate Variables in Causal Inference

Journal of the American Statistical Association, 2011-12, Vol.106 (496), p.1331-1344

2011

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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, 2021-05, Vol.16 (5), p.e0251589

2021

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

Harvard Data Science Review, 2021-07

2021

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Causal Inference Perspectives

Observational studies, 2022-10, Vol.8 (2), p.105-108

Mealli, Fabrizia

2022

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Answering causal questions: Angrist, Imbens and the Nobel prize

Significance (Oxford, England), 2021-12, Vol.18 (6), p.4-5

Mealli, Fabrizia

2021

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Improving inference of Gaussian mixtures using auxiliary variables

Statistical analysis and data mining, 2015-02, Vol.8 (1), p.34-48

2015

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A Conversation with Guido W. Imbens

Statistical science, 2024-05, Vol.39 (2), p.357

2024

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Using Secondary Outcomes to Sharpen Inference in Randomized Experiments With Noncompliance

Journal of the American Statistical Association, 2013-09, Vol.108 (503), p.1120-1131

2013

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Bayesian causal inference: a critical review

Philosophical transactions of the Royal Society of London. Series A: Mathematical, physical, and engineering sciences, 2023-05, Vol.381 (2247)

2023

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Bayesian Inference for Sequential Treatments Under Latent Sequential Ignorability

Journal of the American Statistical Association, 2020-07, Vol.115 (531), p.1498-1517

2020

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

Biometrics, 2019-09, Vol.75 (3), p.778-787

2019

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Evaluating the effects of university grants by using regression discontinuity designs

Journal of the Royal Statistical Society. Series A, Statistics in society, 2012-07, Vol.175 (3), p.775-798

2012

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

Biometrika, 2015-12, Vol.102 (4), p.995-1000

2015

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Augmented designs to assess principal strata direct effects

Journal of the Royal Statistical Society. Series B, Statistical methodology, 2011-11, Vol.73 (5), p.729-752

2011

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Exploiting Network Information to Disentangle Spillover Effects in a Field Experiment on Teens’ Museum Attendance

Journal of educational and behavioral statistics, 2024-07

2024

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The Effects of R&D Subsidies to Small and Medium-Sized Enterprises. Evidence from a Regional Program

Italian economic journal, 2018-07, Vol.4 (2), p.249-281

2018

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EVALUATING THE CAUSAL EFFECT OF UNIVERSITY GRANTS ON STUDENT DROPOUT: EVIDENCE FROM A REGRESSION DISCONTINUITY DESIGN USING PRINCIPAL STRATIFICATION

The annals of applied statistics, 2015-12, Vol.9 (4), p.1906-1931

2015

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Combining counterfactual outcomes and ARIMA models for policy evaluation

The econometrics journal, 2023-01, Vol.26 (1), p.1-24

2023

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Discussion of "On Bayesian Estimation of Marginal Structural Models"

Biometrics, 2015-06, Vol.71 (2), p.293-296

2015

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From temporary help jobs to permanent employment: what can we learn from matching estimators and their sensitivity?

Journal of applied econometrics (Chichester, England), 2008-04, Vol.23 (3), p.305-327

2008

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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, 2019-06, Vol.13 (2), p.1242-1267

2019

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

Non-inferiority analysis of subcutaneous versus intravenous 300 mg monthly natalizumab administration: A post hoc analysis of the REFINE study

The specification of the propensity score in multilevel observational studies

Estimating causal effects of community health financing via principal stratification

A Bayesian Semiparametric Approach to Intermediate Variables in Causal Inference

Pool testing on random and natural clusters of individuals: Optimisation of SARS-CoV-2 surveillance in the presence of low viral load samples

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

Causal Inference Perspectives

Answering causal questions: Angrist, Imbens and the Nobel prize

Improving inference of Gaussian mixtures using auxiliary variables

A Conversation with Guido W. Imbens

Using Secondary Outcomes to Sharpen Inference in Randomized Experiments With Noncompliance

Bayesian causal inference: a critical review

Bayesian Inference for Sequential Treatments Under Latent Sequential Ignorability

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

Evaluating the effects of university grants by using regression discontinuity designs

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

Augmented designs to assess principal strata direct effects

Exploiting Network Information to Disentangle Spillover Effects in a Field Experiment on Teens’ Museum Attendance

The Effects of R&D Subsidies to Small and Medium-Sized Enterprises. Evidence from a Regional Program

EVALUATING THE CAUSAL EFFECT OF UNIVERSITY GRANTS ON STUDENT DROPOUT: EVIDENCE FROM A REGRESSION DISCONTINUITY DESIGN USING PRINCIPAL STRATIFICATION

Combining counterfactual outcomes and ARIMA models for policy evaluation

Discussion of "On Bayesian Estimation of Marginal Structural Models"

From temporary help jobs to permanent employment: what can we learn from matching estimators and their sensitivity?

ESTIMATING POPULATION AVERAGE CAUSAL EFFECTS IN THE PRESENCE OF NON-OVERLAP: THE EFFECT OF NATURAL GAS COMPRESSOR STATION EXPOSURE ON CANCER MORTALITY

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