Xiaojie Mao

Statistics and Probability · 2018–2022

A researcher in the Science corpus: 2 papers; trusts 5 researchers and is trusted by 0 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 18 citations into it
• Economics and Econometrics — 7 citations into it

Whom Xiaojie Mao trusts overall

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

1. Yan Zhang
2. Xiaohong Chen
3. David Card

Papers from Xiaojie Mao's perspective

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

1. Estimating causal effects of treatments in randomized and nonrandomized studies.
2. Linear Inverse Problems in Structural Econometrics Estimation Based on Spectral Decomposition and Regularization
3. Fairness through awareness
4. Equality of Opportunity in Supervised Learning
5. Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments
6. Surrogate endpoints in clinical trials: definition and operational criteria.
7. A new method for estimating race/ethnicity and associated disparities where administrative records lack self-reported race/ethnicity.
8. Semiparametric Theory and Missing Data
9. Causation, Prediction, and Search
10. Three naive Bayes approaches for discrimination-free classification

Their papers

• Long-term Causal Inference Under Persistent Confounding via Data Combination (2022) — 64 citations
• Fairness Under Unawareness: Assessing Disparity When Protected Class Is Unobserved (2018) — 270 citations