Alan E. Hubbard
Statistics and Probability · Epidemiology · 2000–2018
A researcher in the Science corpus: 6 papers; trusts 5 researchers and is trusted by 19 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 27 citations into it; #3,006 of 12,932 by trust here, #2,579 by citations
- Statistical Learning Theory — 7 citations into it
Whom Alan E. Hubbard trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- James M. Robins
- J. Michael Oakes
- Thomas Mikosch
- Yaacov Ritov
- Donald B. Rubin
- M. J. van der Laan
- A. van der Vaart
- Paul R. Rosenbaum
- Jerome H. Friedman
Who trusts Alan E. Hubbard overall
- Francis L. Huang
- M. J. van der Laan
- Aaron Fisher
- Susan Athey
- Ashley I. Naimi
- Cynthia Rudin
- Iv'an D'iaz
- Stefan Wager
- Peter Bhlmann
- Xinkun Nie
Papers from Alan E. Hubbard's perspective
Ordered by how strongly the researchers Alan E. Hubbard 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.
- Weak Convergence and Empirical Processes: With Applications to Statistics
- The (mis)estimation of neighborhood effects: causal inference for a practicable social epidemiology. (Social Science & Medicine (1967))
- Regression Shrinkage and Selection via the Lasso
- INFERENCE AND MISSING DATA
- Regularization Paths for Generalized Linear Models via Coordinate Descent
- Observational Studies
- On asymptotically optimal confidence regions and tests for high-dimensional models
- [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
Their papers
- Statistical Applications in Genetics and Molecular Biology Super Learner (2011) — 1,294 citations
- Variable Importance and Prediction Methods for Longitudinal Problems with Missing Variables (2015) — 33 citations
- To GEE or Not to GEE: Comparing Population Average and Mixed Models for Estimating the Associations Between Neighborhood Risk Factors and Health (2010) — 1,086 citations
- Effects of water quality, sanitation, handwashing, and nutritional interventions on diarrhoea and child growth in rural Bangladesh: a cluster randomised controlled trial (2018) — 614 citations
- Toward Understanding the Risk of Secondary Airborne Infection: Emission of Respirable Pathogens (2005) — 905 citations
- Nonparametric Locally Efficient Estimation of the Treatment Specific Survival Distribution with Right Censored Data and Covariates in Observational Studies (2000) — 61 citations