Matthew McHugh

Statistics and Probability · 2011–2016

A researcher in the Science corpus: 4 papers; trusts 10 researchers and is trusted by 3 researchers here, as inferred from the citation graph.

Subfields

Whom Matthew McHugh trusts overall

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

  1. Donald B. Rubin
  2. M. J. van der Laan
  3. James M. Robins
  4. Anastasios A. Tsiatis
  5. A. van der Vaart
  6. Jennifer L. Hill
  7. Peter J. Bickel
  8. Qi Li
  9. Jeffrey S. Racine
  10. Joseph Kang

Who trusts Matthew McHugh overall

  1. Edward H. Kennedy
  2. Michael Zimmert

Papers from Matthew McHugh's perspective

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

  1. Unified Methods for Censored Longitudinal Data and Causality
  2. Estimating causal effects of treatments in randomized and nonrandomized studies.
  3. Marginal Structural Models versus Structural nested Models as Tools for Causal inference
  4. INFERENCE FOR SEMIPARAMETRIC MODELS: SOME QUESTIONS AND AN ANSWER
  5. Targeted Learning: Causal Inference for Observational and Experimental Data
  6. Demystifying Double Robustness: A Comparison of Alternative Strategies for Estimating a Population Mean from Incomplete Data
  7. Semiparametric Theory and Missing Data
  8. Bayesian Nonparametric Modeling for Causal Inference
  9. Local polynomial modelling and its applications
  10. Higher Order Tangent Spaces and Influence Functions

Their papers