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10/24/2022
Overlap, matching, or entropy weights: what are we weighting for?
There has been a recent surge in statistical methods for handling the la...
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09/22/2022
Variance estimation for the average treatment effects on the treated and on the controls
Common causal estimands include the average treatment effect (ATE), the ...
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11/21/2020
Robust statistical inference for the matched net benefit and the matched win ratio using prioritized composite endpoints
As alternatives to the time-to-first-event analysis of composite endpoin...
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11/03/2020
A framework for causal inference in the presence of extreme inverse probability weights: the role of overlap weights
In this paper, we consider recent progress in estimating the average tre...
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08/18/2020
Regression with a right-censored predictor, using inverse probability weighting methods
In a longitudinal study, measures of key variables might be incomplete o...
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06/07/2020
Propensity score weighting under limited overlap and model misspecification
Propensity score (PS) weighting methods are often used in non-randomized...
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10/23/2017