Felix Elwert
Statistics and Probability · 2014–2019
A researcher in the Science corpus: 2 papers; trusts 6 researchers and is trusted by 3 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 26 citations into it; #7,679 of 12,932 by trust here, #5,481 by citations
- Sociology and Political Science — 13 citations into it
- Causal Inference & Discovery — 11 citations into it
- Artificial Intelligence — 9 citations into it
Whom Felix Elwert trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Judea Pearl
- James M. Robins
- Donald B. Rubin
- Tyler J. VanderWeele
- Sander Greenland
- Jeffrey M. Wooldridge
- Kenneth A. Bollen
- Kosuke Imai
- Tom L. Burr
- James J. Heckman
Who trusts Felix Elwert overall
Papers from Felix Elwert's perspective
Ordered by how strongly the researchers Felix Elwert trusts endorse each paper. Same corpus, a different order for every researcher.
- Causal inference in statistics: An overview
- Matching as Nonparametric Preprocessing for Reducing Model Dependence in Parametric Causal Inference (Political Analysis)
- Explanation in causal inference: Methods for mediation and interaction.
- [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
- Statistics and Causal Inference
- Unpacking the Black Box of Causality: Learning about Causal Mechanisms from Experimental and Observational Studies (American Political Science Review)
- Observational Studies
- The central role of the propensity score in observational studies for causal effects
- Bounds on Treatment Effects from Studies with Imperfect Compliance
- An Introduction to the Augmented Inverse Propensity Weighted Estimator (Political Analysis)
Their papers
- Endogenous Selection Bias: The Problem of Conditioning on a Collider Variable (2014) — 1,060 citations
- The causal interpretation of estimated associations in regression models (2019) — 181 citations