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ProxMCMC Examples

This repository contains code for reproducing results from (Zhou et al., 2024).

To use it, follow these steps:

  • Install Julia 1.8.2.
  • Start Julia from where the project folder is located.
  • Install required packages by typing
]
activate .
instantiate
add IJulia
  • Start Jupyter notebook
using IJulia
notebook(dir = pwd())

Citation

If you use the code from this repository, please cite the following paper:

Zhou, X., Heng, Q., Chi, E. C., & Zhou, H. (2024). Proximal MCMC for Bayesian Inference of Constrained and Regularized Estimation. The American Statistician, 1–12. https://doi.org/10.1080/00031305.2024.2308821

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Code for reproducing results from (Zhou et al., 2024).

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