Double robustness without weighting

Myoung jae Lee; Sanghyeok Lee

doi:10.1016/j.spl.2018.11.017

Double robustness without weighting

Myoung jae Lee, Sanghyeok Lee

Research output: Contribution to journal › Article › peer-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 language	English
Pages (from-to)	175-180
Number of pages	6
Journal	Statistics and Probability Letters
Volume	146
DOIs	https://doi.org/10.1016/j.spl.2018.11.017
Publication status	Published - 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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10.1016/j.spl.2018.11.017

Cite this

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title = "Double robustness without weighting",

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

keywords = "Double robustness, Prognostic score, Propensity score",

author = "Lee, {Myoung jae} and Sanghyeok Lee",

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: {\textcopyright} 2018 Elsevier B.V.",

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N2 - 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.

AB - 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.

KW - Double robustness

KW - Prognostic score

KW - Propensity score

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SP - 175

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JO - Statistics and Probability Letters

JF - Statistics and Probability Letters

ER -

Double robustness without weighting

Abstract

Bibliographical note

Keywords

ASJC Scopus subject areas

Access to Document

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