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Double robustness without weighting
- Authors
- Lee, Myoung-jae; Lee, Sanghyeok
- Issue Date
- 3월-2019
- Publisher
- ELSEVIER SCIENCE BV
- Keywords
- Propensity score; Prognostic score; Double robustness
- Citation
- STATISTICS & PROBABILITY LETTERS, v.146, pp.175 - 180
- Indexed
- SCIE
SCOPUS
- Journal Title
- STATISTICS & PROBABILITY LETTERS
- Volume
- 146
- Start Page
- 175
- End Page
- 180
- ISSN
- 0167-7152
- 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. (C) 2018 Elsevier B.V. All rights reserved.
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