Xinwei Ma

Statistics and Probability · with Cattaneo · 2018

A researcher in the Science corpus: 4 papers; trusts 22 researchers and is trusted by 15 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 61 citations into it; #3,348 of 12,932 by trust here, #4,014 by citations
• Economics and Econometrics — 25 citations into it
• Causal Inference & Discovery — 14 citations into it
• Management Science and Operations Research — 8 citations into it
• Artificial Intelligence — 7 citations into it; #22,044 of 35,345 by trust here, #31,361 by citations
• Gender Studies — 6 citations into it

Whom Xinwei Ma trusts overall

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

1. Alberto Abadie
2. M. D. Cattaneo
3. Jeffrey M. Wooldridge
4. Whitney K. Newey
5. Jianqing Fan
6. Sebastian Calonico
7. Guido W. Imbens
8. Michael Jansson
9. J. McCrary
10. Max H. Farrell

Who trusts Xinwei Ma overall

1. Max H. Farrell
2. M. D. Cattaneo
3. Tengyuan Liang
4. Sanjog Misra
5. Gonzalo Vázquez-Baré
6. Alberto Abadie
7. Federico A. Bugni
8. Christian Hansen
9. R. Titiunik
10. Sergio Firpo

Papers from Xinwei Ma's perspective

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

1. Statistics and Causal Inference
2. The asymptotic variance of semiparametric estimators
3. Causal Inference for Statistics, Social, and Biomedical Sciences: An Introduction
4. Doubly Robust Estimation in Missing Data and Causal Inference Models
5. Double/debiased machine learning for treatment and structural parameters
6. Robust Nonparametric Confidence Intervals for Regression‐Discontinuity Designs
7. Semiparametric instrumental variable estimation of treatment response models
8. On the Role of the Propensity Score in Efficient Semiparametric Estimation of Average Treatment Effects
9. Semiparametric Difference-in-Differences Estimators
10. Optimal Data-Driven Regression Discontinuity Plots

Their papers

• Two-Step Estimation and Inference with Possibly Many Included Covariates (2018) — 69 citations
• Simple Local Polynomial Density Estimators (2018) — 609 citations
• Manipulation Testing Based on Density Discontinuity (2018) — 530 citations
• Robust Inference Using Inverse Probability Weighting (2018) — 111 citations