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: Journal Publication › 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 - Mar 2019
Externally published	Yes

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

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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",

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year = "2019",

month = mar,

doi = "10.1016/j.spl.2018.11.017",

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AU - Lee, Myoung jae

AU - Lee, Sanghyeok

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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.

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KW - Prognostic score

KW - Propensity score

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DO - 10.1016/j.spl.2018.11.017

M3 - Article

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SN - 0167-7152

VL - 146

SP - 175

EP - 180

JO - Statistics and Probability Letters

JF - Statistics and Probability Letters

ER -

Double robustness without weighting

Abstract

Keywords

ASJC Scopus subject areas

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