Karel Vermeulen
Statistics and Probability · 2015
A researcher in the Science corpus: 1 paper; trusts 44 researchers and is trusted by 6 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 40 citations into it; #5,750 of 12,932 by trust here, #9,233 by citations
- Causal Inference & Discovery — 8 citations into it
- Artificial Intelligence — 7 citations into it
Whom Karel Vermeulen trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- James M. Robins
- Zhiqiang Tan
- Andrea Rotnitzky
- M. J. van der Laan
- Anastasios A. Tsiatis
- Donald B. Rubin
- D. Scharfstein
- Peter J. Bickel
- Keisuke Hirano
- E. T. Tchetgen Tchetgen
Who trusts Karel Vermeulen overall
- Zhiqiang Tan
- Ezequiel Smucler
- Hidehiko Ichimura
- Andrea Rotnitzky
- James M. Robins
- Whitney K. Newey
- Tymon Słoczyński
- Yang Ning
- Victor Chernozhukov
Papers from Karel Vermeulen's perspective
Ordered by how strongly the researchers Karel Vermeulen trusts endorse each paper. Same corpus, a different order for every researcher.
- The central role of the propensity score in observational studies for causal effects
- Toward a curse of dimensionality appropriate (CODA) asymptotic theory for semi-parametric models.
- Unified Methods for Censored Longitudinal Data and Causality
- Regression Shrinkage and Selection via the Lasso
- Doubly Robust Estimation in Missing Data and Causal Inference Models
- Estimation of Regression Coefficients When Some Regressors are not Always Observed
- Semiparametric Theory and Missing Data
- Adjusting for Nonignorable Drop-Out Using Semiparametric Nonresponse Models
- Demystifying Double Robustness: A Comparison of Alternative Strategies for Estimating a Population Mean from Incomplete Data
- Bayesian Inference for Causal Effects: The Role of Randomization
Their papers
- Bias-Reduced Doubly Robust Estimation (2015) — 162 citations