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06/28/2023
Causal inference for the expected number of recurrent events in the presence of a terminal event
We study causal inference and efficient estimation for the expected numb...
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01/21/2023
On the solutions to Efron's self-consistency equation
The main purpose of this note is to provide a new and simple proof that ...
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08/05/2022
Valid post-selection inference in Robust Q-learning
Constructing an optimal adaptive treatment strategy becomes complex when...
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10/12/2021
Causal Mediation Analysis: Selection with Asymptotically Valid Inference
Researchers are often interested in learning not only the effect of trea...
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06/24/2021
Regression Trees and Ensembles for Cumulative Incidence Functions
The use of cumulative incidence functions for characterizing the risk of...
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11/13/2020
Regression Trees for Cumulative Incidence Functions
The use of cumulative incidence functions for characterizing the risk of...
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03/27/2020
Robust Q-learning
Q-learning is a regression-based approach that is widely used to formali...
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04/21/2019