Estimation in regret-regression using quadratic inference functions with ridge estimator

In this paper, we propose a new estimation method in estimating optimal dynamic treatment regimes. The quadratic inference functions in myopic regret-regression (QIF-MRr) can be used to estimate the parameters of the mean response at each visit, conditional on previous states and actions. Singularit...

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Bibliographic Details
Main Authors: Jalil, Nur Raihan Abdul, Mohamed, Nur Anisah, Yunus, Rossita Mohamad
Format: Article
Published: PUBLIC LIBRARY SCIENCE 2022
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Online Access:http://eprints.um.edu.my/40436/
https://doi.org/10.1371/journal.pone.0271542
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