Login / Signup

Semiparametric Allocation of Subjects to Cohort Strata.

Alexander Muir WalkerMassimiliano RussoMaria C SchneeweissRobert J Glynn
Published in: Epidemiology (Cambridge, Mass.) (2023)
With the availability of semiparametric stratum-assignment algorithms, analysts can tailor loss functions to meet design goals. Here, a loss function that emphasized covariate balance performed well under limited testing.
Keyphrases
  • machine learning
  • deep learning
  • public health