Double robustness without weighting

Publication date: Available online 20 November 2018Source: Statistics & Probability LettersAuthor(s): Myoung-jae Lee, Sanghyeok LeeAbstractIn 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.

Source: Statistics and Probability Letters - November 21, 2018 Category: Statistics Source Type: research