Double robustness without weighting

Myoung jae Lee, Sanghyeok Lee

    Research output: Contribution to journalArticlepeer-review

    3 Citations (Scopus)

    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

    Bibliographical note

    Funding Information:
    Myoung-jae Lee's research has been supported by the Ministry of Education of the Republic of Korea and the National Research Foundation of Korea (NRF-2017S1A5A2A01025897).

    Publisher Copyright:
    © 2018 Elsevier B.V.

    Keywords

    • Double robustness
    • Prognostic score
    • Propensity score

    ASJC Scopus subject areas

    • Statistics and Probability
    • Statistics, Probability and Uncertainty

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