Nima S. Hejazi

Statistics and Probability · 2019–2021

A researcher in the Science corpus: 3 papers; trusts 47 researchers and is trusted by 2 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 50 citations into it; #9,284 of 12,932 by trust here, #12,603 by citations
• Causal Inference & Discovery — 22 citations into it
• Artificial Intelligence — 17 citations into it; #25,141 of 35,345 by trust here, #34,943 by citations
• Management Science and Operations Research — 5 citations into it

Whom Nima S. Hejazi trusts overall

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

1. M. J. van der Laan
2. James M. Robins
3. Judea Pearl
4. Victor Chernozhukov
5. Whitney K. Newey
6. Leo Breiman
7. Sherri Rose
8. Donald B. Rubin
9. Robert Tibshirani
10. D. Chetverikov

Who trusts Nima S. Hejazi overall

1. Nathan Kallus
2. Masatoshi Uehara

Papers from Nima S. Hejazi's perspective

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

1. Regression Shrinkage and Selection via the Lasso
2. Targeted Learning: Causal Inference for Observational and Experimental Data
3. Estimating causal effects of treatments in randomized and nonrandomized studies.
4. Causality : Models , Reasoning , and Inference
5. Random Forests
6. Double/debiased machine learning for treatment and structural parameters
7. Identifiability and Exchangeability for Direct and Indirect Effects
8. Estimation of Direct Causal Effects (Epidemiology)
9. Identifiability of Path-Specific Effects
10. Causal Inference without Counterfactuals

Their papers

• Causal mediation analysis for stochastic interventions (2019) — 60 citations
• Immune Correlates Analysis of the mRNA-1273 COVID-19 Vaccine Efficacy Clinical Trial (2021) — 977 citations
• Nonparametric efficient causal mediation with intermediate confounders (2019) — 69 citations