Search Results for author: Alexander R. Luedtke

Found 2 papers, 1 papers with code

Sequential Double Robustness in Right-Censored Longitudinal Models

1 code implementation6 May 2017 Alexander R. Luedtke, Oleg Sofrygin, Mark J. Van Der Laan, Marco Carone

Consider estimating the G-formula for the counterfactual mean outcome under a given treatment regime in a longitudinal study.

Methodology

An Omnibus Nonparametric Test of Equality in Distribution for Unknown Functions

no code implementations14 Oct 2015 Alexander R. Luedtke, Marco Carone, Mark J. Van Der Laan

We present a novel family of nonparametric omnibus tests of the hypothesis that two unknown but estimable functions are equal in distribution when applied to the observed data structure.

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