Alessandra Mattei
Statistics and Probability · 2008–2014
A researcher in the Science corpus: 5 papers; trusts 38 researchers and is trusted by 18 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 55 citations into it; #3,071 of 12,932 by trust here, #4,964 by citations
- Economics and Econometrics — 22 citations into it
- Causal Inference & Discovery — 14 citations into it
- General Agricultural and Biological Sciences — 12 citations into it
- Soil Science — 11 citations into it
- Probabilistic & Bayesian Methods — 6 citations into it
- Sociology and Political Science — 6 citations into it
- Artificial Intelligence — 5 citations into it
Whom Alessandra Mattei trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Donald B. Rubin
- Kosuke Imai
- A. P. Dawid
- James M. Robins
- Guido W. Imbens
- C. Frangakis
- Judea Pearl
- S. Geneletti
- Paul R. Rosenbaum
- Keisuke Hirano
Who trusts Alessandra Mattei overall
- Peng Ding
- Zhichao Jiang
- Carlos A Flores
- Jiannan Lu
- Alfonso Flores-Lagunes
- Michela Bia
- D. Mears
- Marianna Marino
- Zhi Geng
Papers from Alessandra Mattei's perspective
Ordered by how strongly the researchers Alessandra Mattei trusts endorse each paper. Same corpus, a different order for every researcher.
- The central role of the propensity score in observational studies for causal effects
- [On the Application of Probability Theory to Agricultural Experiments. Essay on Principles. Section 9.] Comment: Neyman (1923) and Causal Inference in Experiments and Observational Studies
- Statistics and Causal Inference
- Bounds on Treatment Effects from Studies with Imperfect Compliance
- Estimating causal effects of treatments in randomized and nonrandomized studies.
- Identifiability and Exchangeability for Direct and Indirect Effects
- INFERENCE AND MISSING DATA
- Bayesian Inference for Causal Effects: The Role of Randomization
- Causal diagrams for empirical research
- Surrogate endpoints in clinical trials: definition and operational criteria.
Their papers
- A Stata Package for the Estimation of the Dose-response Function through Adjustment for the Generalized Propensity Score (2008) — 292 citations
- Augmented designs to assess principal strata direct effects (2011) — 50 citations
- Exploiting multiple outcomes in Bayesian principal stratification analysis with application to the evaluation of a job training program (2013) — 52 citations
- A Stata Package for the Application of Semiparametric Estimators of Dose–Response Functions (2014) — 59 citations
- Evaluating the impact of improved maize varieties on food security in Rural Tanzania: Evidence from a continuous treatment approach (2014) — 135 citations