M. J. Funk

Statistics and Probability · 2010–2014

A researcher in the Science corpus: 3 papers; trusts 18 researchers and is trusted by 0 researchers here, as inferred from the citation graph.

Subfields

Whom M. J. Funk trusts overall

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

  1. James M. Robins
  2. Paul R. Rosenbaum
  3. Donald B. Rubin
  4. J. Lunceford
  5. Miguel A. Hern'an
  6. Greg Ridgeway
  7. D. Westreich
  8. Marie Davidian
  9. Sebastian Schneeweiss
  10. Justin Lessler

Who trusts M. J. Funk overall

  1. Ruocheng Guo
  2. Uri Shalit
  3. Mark H. Salisbury
  4. Mohammad Ali Mansournia
  5. Liuyi Yao
  6. Lu Cheng
  7. Fredrik D. Johansson
  8. Brian P. An

Papers from M. J. Funk's perspective

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

  1. The central role of the propensity score in observational studies for causal effects
  2. Doubly Robust Estimation in Missing Data and Causal Inference Models
  3. Demystifying Double Robustness: A Comparison of Alternative Strategies for Estimating a Population Mean from Incomplete Data
  4. Confounding and Collapsibility in Causal Inference
  5. Estimating causal effects from epidemiological data (Journal of Epidemiology and Community Health)
  6. Stratification and weighting via the propensity score in estimation of causal treatment effects: a comparative study
  7. Comparison of logistic regression versus propensity score when the number of events is low and there are multiple confounders. (American Journal of Epidemiology)
  8. Adjustment Methods: Propensity Score Methods for Bias Reduction in the Comparison of a Treatment to a Non‐Randomized Control Group
  9. Constructing inverse probability weights for marginal structural models. (American Journal of Epidemiology)
  10. Propensity score estimation with boosted regression for evaluating causal effects in observational studies.

Their papers