Michael Zimmert
Statistics and Probability · 2019
A researcher in the Science corpus: 1 paper; trusts 33 researchers and is trusted by 1 researcher here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 19 citations into it; #11,667 of 12,932 by trust here, #9,714 by citations
- Causal Inference & Discovery — 9 citations into it
- Economics and Econometrics — 5 citations into it
Whom Michael Zimmert trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Jinyong Hahn
- Jason Abrevaya
- Alberto Abadie
- Victor Chernozhukov
- Stefan Wager
- Susan Athey
- Whitney K. Newey
- Guido W. Imbens
- J. Lunceford
- Alexandre Belloni
Who trusts Michael Zimmert overall
Papers from Michael Zimmert's perspective
Ordered by how strongly the researchers Michael Zimmert trusts endorse each paper. Same corpus, a different order for every researcher.
- On the Role of the Propensity Score in Efficient Semiparametric Estimation of Average Treatment Effects
- Efficient estimation of average treatment effects using the estimated propensity score
- Estimation of Regression Coefficients When Some Regressors are not Always Observed
- Supplementary Appendix for"Inference on Treatment Effects After Selection Amongst High-Dimensional Controls"
- Double/debiased machine learning for treatment and structural parameters
- The central role of the propensity score in observational studies for causal effects
- Estimating causal effects of treatments in randomized and nonrandomized studies.
- Regression Shrinkage and Selection via the Lasso
- Estimation and Inference of Heterogeneous Treatment Effects using Random Forests
- The asymptotic variance of semiparametric estimators
Their papers
- Nonparametric estimation of causal heterogeneity under high-dimensional confounding (2019) — 61 citations