Blaise Melly

Statistics and Probability · 2005–2015

A researcher in the Science corpus: 9 papers; trusts 63 researchers and is trusted by 60 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 125 citations into it; #724 of 12,932 by trust here, #982 by citations
• Economics and Econometrics — 93 citations into it; #1,037 of 23,481 by trust here, #2,587 by citations
• Sociology and Political Science — 21 citations into it; #5,609 of 22,756 by trust here, #12,387 by citations
• General Health Professions — 11 citations into it
• Management Science and Operations Research — 11 citations into it
• Causal Inference & Discovery — 10 citations into it
• Gender Studies — 9 citations into it; #959 of 4,924 by trust here, #2,083 by citations
• Finance — 8 citations into it

Whom Blaise Melly trusts overall

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

1. Roger W. Koenker
2. R. Oaxaca
3. Victor Chernozhukov
4. Alan S. Blinder
5. Alberto Abadie
6. Donald B. Rubin
7. James J. Heckman
8. Thomas Lemieux
9. Stephen Portnoy
10. Sergio Firpo

Who trusts Blaise Melly overall

1. Esfandiar Maasoumi
2. Hidehiko Ichimura
3. María Laura Arrosa
4. Quanda Zhang
5. Tymon Słoczyński
6. Christoph Rothe
7. L. Christofides
8. I. Arce
9. Markus Frölich
10. Sergio Firpo

Papers from Blaise Melly's perspective

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

1. On the Role of the Propensity Score in Efficient Semiparametric Estimation of Average Treatment Effects
2. Efficient estimation of average treatment effects using the estimated propensity score
3. An IV Model of Quantile Treatment Effects
4. The central role of the propensity score in observational studies for causal effects
5. Wage Discrimination: Reduced Form and Structural Estimates
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. Regression Shrinkage and Selection via the Lasso
8. Semiparametric instrumental variable estimation of treatment response models
9. Identification in Nonseparable Models
10. Estimating causal effects of treatments in randomized and nonrandomized studies.

Their papers

• Inference on counterfactual distributions (2009) — 813 citations
• Decomposition of differences in distribution using quantile regression (2005) — 515 citations
• Unconditional Quantile Treatment Effects Under Endogeneity (2007) — 287 citations
• Quantile Treatment Effects in the Regression Discontinuity Design: Process Results and Gini Coefficient (2010) — 165 citations
• Estimation of Quantile Treatment Effects with Stata (2010) — 214 citations
• Public-private sector wage differentials in Germany: Evidence from quantile regression (2005) — 281 citations
• The changes-in-changes model with covariates (2015) — 51 citations
• A Test of the Conditional Independence Assumption in Sample Selection Models: A TEST OF THE CONDITIONAL INDEPENDENCE ASSUMPTION (2012) — 78 citations
• Estimation of counterfactual distributions using quantile regression (2006) — 253 citations