47 citations · 54 across the 15 of their papers we have counts for
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stat.AP2020
Closed-form variance estimators for weighted and stratified dose-response function estimators using generalized propensity score
Valérie Garès, Guillaume Chauvet, David Hajage
Propensity score methods are widely used in observational studies for evaluating marginal treatment effects. The generalized propensity score (GPS) is an extension of the propensit…
math.ST2020
Exponential inequalities for sampling designs
Guillaume Chauvet, Mathieu Gerber
In this work we introduce a general approach, based on the mar-tingale representation of a sampling design and Azuma-Hoeffding's inequality , to derive exponential inequalities for…