Maarten Bekaert
Statistics and Probability · 2010–2012
A researcher in the Science corpus: 4 papers; trusts 25 researchers and is trusted by 7 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 60 citations into it; #5,942 of 12,932 by trust here, #5,294 by citations
- Causal Inference & Discovery — 22 citations into it
- Economics and Econometrics — 9 citations into it
- Artificial Intelligence — 6 citations into it
- Management Science and Operations Research — 6 citations into it
- Sociology and Political Science — 6 citations into it
- Probabilistic & Bayesian Methods — 5 citations into it
Whom Maarten Bekaert trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Judea Pearl
- James M. Robins
- Donald B. Rubin
- Sander Greenland
- Guanglei Hong
- Gerda Claeskens
- E. T. Tchetgen Tchetgen
- Kosuke Imai
- Paul R. Rosenbaum
- Nils Lid Hjort
Who trusts Maarten Bekaert overall
- Kristopher J Preacher
- Karel Vermeulen
- Stijn Vansteelandt
- Miroslav Dud'ik
- Kwun Chuen Gary Chan
- Tyler J. VanderWeele
Papers from Maarten Bekaert's perspective
Ordered by how strongly the researchers Maarten Bekaert trusts endorse each paper. Same corpus, a different order for every researcher.
- Causality : Models , Reasoning , and Inference
- Confounding and Collapsibility in Causal Inference
- The central role of the propensity score in observational studies for causal effects
- Statistics and Causal Inference
- Observational Studies
- Bayesian Inference for Causal Effects: The Role of Randomization
- Causal diagrams for epidemiologic research.
- Causal Inference from Complex Longitudinal Data
- [On the Application of Probability Theory to Agricultural Experiments. Essay on Principles. Section 9.] Comment: Neyman (1923) and Causal Inference in Experiments and Observational Studies
- Marginal Structural Models and Causal Inference in Epidemiology
Their papers
- Imputation Strategies for the Estimation of Natural Direct and Indirect Effects (2012) — 176 citations
- A simple unified approach for estimating natural direct and indirect effects. (2012) — 418 citations
- On model selection and model misspecification in causal inference (2012) — 185 citations
- On model selection and model misspecification in causal inference (2010)