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Empirical Bayes Selection for Value Maximization

This is the repository accompanying "Empirical Bayes Selection for Value Maximization"

Contributors

Dominic Coey, Kenneth Hung

Jupyter Notebooks and Cache Files

The notebook that generates the plots in the paper is given in simulations.ipynb. The cache files from the simulations are regret-results.rds and regret-est-se-results.rds. The notebook uses R, and uses ebnm on top of the common pacakges.

LaTeX Files

LaTeX files related to the paper are not included in this repository and can be found on our arXiv version.

PDF Files

The generated plots are included as PDF files. The suffix *-est-se.pdf indicates that the simulation was run with the estimated standard errors.

License

"Empirical Bayes Selection for Value Maximization" is CC-BY-NC 4.0 licensed, as found in the LICENSE file.

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