Estimating the Population Average Treatment Effect in Observational Studies with Choice-Based Sampling

Zhiwei Zhang, Zonghui Hu, Chunling Liu

Research output: Contribution to journalArticlepeer-review

Original languageEnglish
Article number20180093
JournalInternational Journal of Biostatistics
Volume15
Issue number1
DOIs
StatePublished - 2019
Externally publishedYes

ASJC Scopus Subject Areas

  • Statistics and Probability
  • Statistics, Probability and Uncertainty

Keywords

  • causal inference
  • double robustness
  • efficient influence function
  • machine learning
  • semiparametric theory
  • super learner

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