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Research

Gibbs posterior distributions

  • General theory - concentration rates
  • In Imaging
    • N. Syring and R. Martin. Robust and Rate-Optimal Gibbs Posterior Inference on the Boundary of a
      Noisy Image. Annals of Statistics. Volume 48, Number 3 (2020), 1498-1513.https://doi.org/10.1214/19-AOS1856
  • In Actuarial Science
  • In Medical Statistics

 

Foundations of Statistics

  • Frequentist validity in Inferential Models
    • R. Martin and N. Syring. Validity-preservation properties of rules for combining inferential models.
      Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications,
      in Proceedings of Machine Learning Research. (2019), 103:286-294. http://proceedings.mlr.press/v103/martin19a/martin19a.pdf.

 

Other Work