Sebastian Calonico

Statistics and Probability · 2014–2018

A researcher in the Science corpus: 8 papers; trusts 48 researchers and is trusted by 54 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 88 citations into it; #781 of 12,932 by trust here, #591 by citations
• Economics and Econometrics — 26 citations into it
• Education — 20 citations into it
• Sociology and Political Science — 14 citations into it
• Management Science and Operations Research — 12 citations into it; #3,026 of 11,946 by trust here, #3,825 by citations
• Safety Research — 9 citations into it
• Artificial Intelligence — 5 citations into it

Whom Sebastian Calonico trusts overall

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

1. M. D. Cattaneo
2. David S. Lee
3. Jianqing Fan
4. Alberto Abadie
5. J. Porter
6. Guido W. Imbens
7. Jens Ludwig
8. Max H. Farrell
9. R. Titiunik
10. Wilbert van der Klaauw

Who trusts Sebastian Calonico overall

1. M. D. Cattaneo
2. R. Titiunik
3. Max H. Farrell
4. Luke Keele
5. Alberto Abadie
6. Marinho Bertanha
7. Gonzalo Vázquez-Baré
8. Marko Klašnja
9. T. Armstrong
10. N. Idrobo

Papers from Sebastian Calonico's perspective

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

1. Local polynomial modelling and its applications
2. Randomized experiments from non-random selection in U.S. House elections
3. Statistics and Causal Inference
4. Regression Shrinkage and Selection via the Lasso
5. Chapter 76 Large Sample Sieve Estimation of Semi-Nonparametric Models
6. Regression-Discontinuity Analysis: An Alternative to the Ex-Post Facto Experiment
7. The central role of the propensity score in observational studies for causal effects
8. Estimation in the Regression Discontinuity Model
9. Large Sample Properties of Matching Estimators for Average Treatment Effects
10. Does Head Start Improve Children's Life Chances? Evidence from a Regression Discontinuity Design (Social Science Research Network)

Their papers

• Optimal Data-Driven Regression Discontinuity Plots (2015) — 434 citations
• Rdrobust: Software for Regression-discontinuity Designs (2017) — 724 citations
• Regression Discontinuity Designs Using Covariates (2018) — 645 citations
• Robust Nonparametric Confidence Intervals for Regression‐Discontinuity Designs (2014) — 2,502 citations
• On the Effect of Bias Estimation on Coverage Accuracy in Nonparametric Inference (2015) — 352 citations
• Robust Data-Driven Inference in the Regression-Discontinuity Design (2014) — 660 citations
• Optimal bandwidth choice for robust bias-corrected inference in regression discontinuity designs (2018) — 386 citations
• Coverage error optimal confidence intervals for local polynomial regression (2018) — 69 citations