The use of covariates and random effects in evaluating predictive biomarkers under a potential outcome framework

Zhiwei Zhang, Lei Nie, Guoxing Soon, Aiyi Liu

Research output: Contribution to journalArticlepeer-review

Original languageEnglish
Pages (from-to)2336-2355
Number of pages20
JournalAnnals of Applied Statistics
Volume8
Issue number4
DOIs
StatePublished - Dec 1 2014
Externally publishedYes

ASJC Scopus Subject Areas

  • Statistics and Probability
  • Modeling and Simulation
  • Statistics, Probability and Uncertainty

Keywords

  • Conditional independence
  • Counterfactual
  • ROC regression
  • Sensitivity analysis
  • Treatment effect heterogeneity
  • Treatment selection

Cite this