Yameng Liu

Statistics and Probability · 2019

A researcher in the Science corpus: 2 papers; trusts 14 researchers and is trusted by 0 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 19 citations into it
• Causal Inference & Discovery — 9 citations into it

Whom Yameng Liu trusts overall

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

1. Donald B. Rubin
2. Alberto Abadie
3. Guido W. Imbens
4. Sudeepa Roy
5. Elizabeth A. Stuart
6. Stefano Maria Iacus
7. Max H. Farrell
8. Zhiqiang Tan
9. Markus Frölich
10. V. Pons

Who trusts Yameng Liu overall

1. Cynthia Rudin
2. Sudeepa Roy
3. M. Usaid Awan
4. Marco Morucci
5. Alexander Volfovsky
6. Harsh Parikh

Papers from Yameng Liu's perspective

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

1. Identification of Causal effects Using Instrumental Variables
2. Econometric Analysis of Cross Section and Panel Data
3. Matched Sampling for Causal Effects: The Use of Matched Sampling and Regression Adjustment to Remove Bias in Observational Studies
4. Robust Inference on Average Treatment Effects with Possibly More Covariates than Observations
5. Semiparametric instrumental variable estimation of treatment response models
6. Controlling Bias in Observational Studies: A Review.
7. Supplementary Appendix for"Inference on Treatment Effects After Selection Amongst High-Dimensional Controls"
8. Identification and Estimation of Local Average Treatment Effects
9. The central role of the propensity score in observational studies for causal effects
10. Statistics and Causal Inference

Their papers

• Interpretable Almost-Exact Matching for Causal Inference (2019) — 25 citations
• Interpretable Almost Matching Exactly With Instrumental Variables (2019) — 5 citations