In simulations with linear continuous outcomes, MAIC matching only the first covariate moment remained unbiased under moderate positivity violations, while full-IPD propensity score weighting did not.
Title resolution pending
1 Pith paper cite this work, alongside 87 external citations. Polarity classification is still indexing.
1
Pith paper citing it
87
external citations · OpenAlex
citation-role summary
method 1
citation-polarity summary
fields
stat.ME 1years
2025 1verdicts
CONDITIONAL 1roles
method 1polarities
unclear 1representative citing papers
citing papers explorer
-
Assessing the Impact of Covariate Distribution and Positivity Violation on Weighting-Based Indirect Comparisons: a Simulation Study
In simulations with linear continuous outcomes, MAIC matching only the first covariate moment remained unbiased under moderate positivity violations, while full-IPD propensity score weighting did not.