Universiteit Leiden

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Dissertation

Empirical Bayes applications in biomedical high-dimensional prediction

The thesis introduces three methods for high-dimensional prediction problems in the biomedical field. The methods make use of empirical and variational Bayes in the estimation.

Author
Münch, M.M.
Date
21 October 2021
Links
Thesis in Leiden Repository

The thesis introduces three methods for high-dimensional prediction problems in the biomedical field. The methods make use of empirical and variational Bayes in the estimation. Several applications show that the proposed methods are competitive to existing methods.

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