Machine learning methods for leveraging baseline covariate information to improve the efficiency of clinical trials

Zhiwei Zhang, Shujie Ma

Research output: Contribution to journalArticlepeer-review

Original languageEnglish
Pages (from-to)1703-1714
Number of pages12
JournalStatistics in Medicine
Volume38
Issue number10
DOIs
StatePublished - May 10 2019
Externally publishedYes

ASJC Scopus Subject Areas

  • Epidemiology
  • Statistics and Probability

Keywords

  • asymptotic efficiency
  • augmentation
  • cross-validation
  • influence function
  • semiparametric theory
  • super learner

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