Sergio Firpo

Statistics and Probability · 2004–2018

A researcher in the Science corpus: 8 papers; trusts 75 researchers and is trusted by 89 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 94 citations into it; #457 of 12,932 by trust here, #907 by citations
• Economics and Econometrics — 88 citations into it; #5,090 of 23,481 by trust here, #8,678 by citations
• Causal Inference & Discovery — 20 citations into it
• Sociology and Political Science — 19 citations into it
• General Health Professions — 10 citations into it
• Statistical Learning Theory — 6 citations into it
• Public Administration — 6 citations into it
• Education — 5 citations into it

Whom Sergio Firpo trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Alberto Abadie
2. Jinyong Hahn
3. Thomas Lemieux
4. Guido W. Imbens
5. Donald B. Rubin
6. David H. Autor
7. James M. Robins
8. R. Lalonde
9. James J. Heckman
10. Jeffrey A. Smith

Who trusts Sergio Firpo overall

1. M. D. Cattaneo
2. Markus Frölich
3. Blaise Melly
4. David Powell
5. Stephen Porter
6. Christoph Rothe
7. Guido W. Imbens
8. Yanqin Fan
9. Victor Chernozhukov
10. Alberto Abadie

Papers from Sergio Firpo's perspective

Ordered by how strongly the researchers Sergio Firpo trusts endorse each paper. Same corpus, a different order for every researcher.

1. The central role of the propensity score in observational studies for causal effects
2. Estimating causal effects of treatments in randomized and nonrandomized studies.
3. Efficient estimation of average treatment effects using the estimated propensity score
4. On the Role of the Propensity Score in Efficient Semiparametric Estimation of Average Treatment Effects
5. Toward a curse of dimensionality appropriate (CODA) asymptotic theory for semi-parametric models.
6. [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
7. Observational Studies
8. Efficient Semiparametric Estimation of Quantile Treatment Effects
9. Statistics and Causal Inference
10. The Economic Costs of Conflict: A Case Study of the

Their papers

• Efficient Semiparametric Estimation of Quantile Treatment Effects (2004) — 692 citations
• Unconditional Quantile Regressions (2007) — 2,223 citations
• Semiparametric Estimation and Inference Using Doubly Robust Moment Conditions (2013) — 27 citations
• Occupational Tasks and Changes in the Wage Structure (2011) — 435 citations
• Identification and Estimation of Distributional Impacts of Interventions Using Changes in Inequality Measures (2016) — 94 citations
• Synthetic Control Method: Inference, Sensitivity Analysis and Confidence Sets (2018) — 190 citations
• Decomposing Wage Distributions using Recentered Influence Function Regressions (2018) — 549 citations
• EFFICIENT SEMIPARAMETRIC ESTIMATION OF (2007) — 23 citations