Double robustness without weighting

Myoung-jae Lee, Sanghyeok Lee

Research output: Contribution to journalArticle

Abstract

In contrast to the well-known propensity score (PS), the lesser known ‘prognostic score (PGS)’ balances the potential untreated response. This paper shows that ‘double robustness’ can be achieved by controlling both PS and PGS in various ways in a “method-blind” manner.

Original languageEnglish
Pages (from-to)175-180
Number of pages6
JournalStatistics and Probability Letters
Volume146
DOIs
Publication statusPublished - 2019 Mar 1

Keywords

  • Double robustness
  • Prognostic score
  • Propensity score

ASJC Scopus subject areas

  • Statistics and Probability
  • Statistics, Probability and Uncertainty

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