Johannes Textor
Statistics and Probability · 2011–2020
A researcher in the Science corpus: 4 papers; trusts 8 researchers and is trusted by 4 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 16 citations into it; #8,663 of 12,932 by trust here, #6,080 by citations
- Artificial Intelligence — 15 citations into it
- Causal Inference & Discovery — 8 citations into it
Whom Johannes Textor trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Judea Pearl
- Sander Greenland
- Emden R. Gansner
- Jan Peters
- Marloes H. Maathuis
- Emilija Perkovi'c
- James M. Robins
- Elias Bareinboim
- Peter Buhlmann
- Jin Tian
Who trusts Johannes Textor overall
Papers from Johannes Textor's perspective
Ordered by how strongly the researchers Johannes Textor trusts endorse each paper. Same corpus, a different order for every researcher.
- Causation, Prediction, and Search
- Ancestral graph Markov models
- On the completeness of orientation rules for causal discovery in the presence of latent confounders and selection bias
- Identification of Causal effects Using Instrumental Variables
- Optimal Structure Identification With Greedy Search
- Identification of Joint Interventional Distributions in Recursive Semi-Markovian Causal Models
- Recovering from Selection Bias in Causal and Statistical Inference
- A new approach to causal inference in mortality studies with a sustained exposure period—application to control of the healthy worker survivor effect
- Comment: Graphical Models, Causality and Intervention
- Causal inference and causal explanation with background knowledge
Their papers
- A Complete Generalized Adjustment Criterion (2015) — 82 citations
- Robust causal inference using directed acyclic graphs: the R package 'dagitty'. (2017) — 2,294 citations
- DAGitty: a graphical tool for analyzing causal diagrams. (2011) — 1,189 citations
- Use of directed acyclic graphs (DAGs) to identify confounders in applied health research: review and recommendations (2020) — 845 citations