Andrés Santos

Statistics and Probability · with Shaikh · 2001–2019

A researcher in the Science corpus: 10 papers; trusts 105 researchers and is trusted by 39 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 169 citations into it; #1,255 of 12,932 by trust here, #1,728 by citations
• Economics and Econometrics — 95 citations into it; #5,624 of 23,481 by trust here, #9,259 by citations
• Artificial Intelligence — 26 citations into it
• Marketing — 22 citations into it
• Finance — 16 citations into it
• Management Science and Operations Research — 16 citations into it; #5,941 of 11,946 by trust here, #9,383 by citations
• Sociology and Political Science — 15 citations into it
• Gender Studies — 13 citations into it

Whom Andrés Santos trusts overall

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

1. Xiaohong Chen
2. Donald W. K. Andrews
3. Charles F. Manski
4. Whitney K. Newey
5. Guido W. Imbens
6. Thomas A. Severini
7. Victor Chernozhukov
8. Joseph P. Romano
9. A. Chesher
10. Peter Hall

Who trusts Andrés Santos overall

1. Ivan A. Canay
2. Matthew A. Masten
3. Federico A. Bugni
4. Xiaohong Chen
5. Zheng Fang
6. Victor Chernozhukov
7. Whitney K. Newey
8. Alexandre Belloni
9. Kathleen T. Li
10. D. Chetverikov

Papers from Andrés Santos's perspective

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

1. The asymptotic variance of semiparametric estimators
2. LARGE SAMPLE PROPERTIES OF GENERALIZED METHOD OF
3. Efficient Estimation of Models with Conditional Moment Restrictions Containing Unknown Functions
4. Asymptotic efficiency in estimation with conditional moment restrictions
5. Nonparametric methods for inference in the presence of instrumental variables
6. Instrumental variable estimation of nonparametric models
7. Regression Shrinkage and Selection via the Lasso
8. An IV Model of Quantile Treatment Effects
9. The central role of the propensity score in observational studies for causal effects
10. Inference for identifiable parameters in partially identified econometric models

Their papers

• Instrumental variable methods for recovering continuous linear functionals (2011) — 48 citations
• A Score Based Approach to Wild Bootstrap Inference (2012) — 179 citations
• On the Testability of Identification in Some Nonparametric Models With Endogeneity (2012) — 105 citations
• Inference in Nonparametric Instrumental Variables With Partial Identification (2012) — 104 citations
• On the Asymptotic Optimality of Empirical Likelihood for Testing Moment Restrictions (2001) — 131 citations
• Inference on Directionally Differentiable Functions (2014) — 210 citations
• The Wild Bootstrap with a “Small” Number of “Large” Clusters (2019) — 115 citations
• Asymptotically Efficient Estimation of Models Defined by Convex Moment Inequalities (2014) — 71 citations
• Sensitivity to Missing Data Assumptions: Theory and an Evaluation of the U.S. Wage Structure (2010) — 76 citations
• Using Instrumental Variables for Inference About Policy Relevant Treatment Effects (2018) — 98 citations