C. Frangakis
Statistics and Probability · 2002–2012
A researcher in the Science corpus: 6 papers; trusts 13 researchers and is trusted by 59 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 47 citations into it; #681 of 12,932 by trust here, #609 by citations
- Causal Inference & Discovery — 20 citations into it
- Artificial Intelligence — 10 citations into it
- Probabilistic & Bayesian Methods — 7 citations into it
Whom C. Frangakis trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Donald B. Rubin
- James M. Robins
- Guido W. Imbens
- R. Prentice
- Paul R. Rosenbaum
- Paul Holland
- Joseph L. Schafer
- Miguel A. Hern'an
- Sander Greenland
- A. P. Dawid
Who trusts C. Frangakis overall
- Donald B. Rubin
- Peng Ding
- Judea Pearl
- A. P. Dawid
- M. Joffe
- Kosuke Imai
- Junni L. Zhang
- Thomas S. Richardson
- Tyler J. VanderWeele
- Alessandra Mattei
Papers from C. Frangakis's perspective
Ordered by how strongly the researchers C. Frangakis trusts endorse each paper. Same corpus, a different order for every researcher.
- [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
- Bounds on Treatment Effects from Studies with Imperfect Compliance
- Surrogate endpoints in clinical trials: definition and operational criteria.
- INFERENCE AND MISSING DATA
- Estimating causal effects of treatments in randomized and nonrandomized studies.
- Adjusting for Nonignorable Drop-Out Using Semiparametric Nonresponse Models
- Statistics and Causal Inference
- Comment on "Causal inference without counterfactuals," by Dawid AP
- Statistical validation of intermediate endpoints for chronic diseases.
- The central role of the propensity score in observational studies for causal effects
Their papers
- Principal Stratification in Causal Inference (2002) — 1,613 citations
- The Prevention and Treatment of Missing Data in Clinical Trials (2012) — 1,824 citations
- Principal Stratification Approach to Broken Randomized Experiments (2003) — 217 citations
- The calibration of treatment effects from clinical trials to target populations (2009) — 54 citations
- The consistency statement in causal inference: a definition or an assumption? (2009) — 437 citations
- Multiple Imputation by Chained Equations: What is it and how does it work? (2011) — 3,291 citations