Elja Arjas

Statistics and Probability · 2002–2008

A researcher in the Science corpus: 3 papers; trusts 9 researchers and is trusted by 5 researchers here, as inferred from the citation graph.

Subfields

Whom Elja Arjas trusts overall

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

  1. Donald B. Rubin
  2. Paul Holland
  3. A. P. Dawid
  4. James M. Robins
  5. Judea Pearl
  6. Paul R. Rosenbaum
  7. Jukka Corander
  8. J. K. Pritchard
  9. Peter Spirtes
  10. Matthew Stephens

Who trusts Elja Arjas overall

  1. Peter F. Schulam
  2. Vanessa Didelez
  3. Suchi Saria
  4. Judea Pearl
  5. K. Røysland
  6. A. P. Dawid
  7. Ioana Bica

Papers from Elja Arjas's perspective

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

  1. [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
  2. Statistics and Causal Inference
  3. The central role of the propensity score in observational studies for causal effects
  4. Estimating causal effects of treatments in randomized and nonrandomized studies.
  5. Bayesian Inference for Causal Effects: The Role of Randomization
  6. Causal Inference without Counterfactuals
  7. Causal diagrams for empirical research
  8. Causation, prediction, and search
  9. Influence Diagrams for Causal Modelling and Inference
  10. A new approach to causal inference in mortality studies with a sustained exposure period—application to control of the healthy worker survivor effect

Their papers