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A detailed contributor guide for implementing new distributions in Stan Math Library

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Stan Case Study

DOI

This repository contains the case study: Interacting with external C++ and implementing distributions with analytic derivatives in Stan.

The case study was originally written in LaTeX for enhanced typography and can be converted to other formats via pandoc to facilitate wider distribution.

The PDF version can be downloaded from GitHub.

The LaTeX source code can be converted to markdown by running the following command:

pandoc "maindoc.tex" -o "maindoc.md" --wrap=none

The Markdown version can be previewed directly on GitHub.

When using this work, please cite it as follows.

@misc{Ling2024,
  author = {Ling, Zhi},
  title = {Interacting with external C++ and implementing distributions with analytic derivatives in Stan},
  month = {9},
  year = {2024},
  howpublished = {\url{https://github.com/MLGlobalHealth/stan-case-study}},
  url = {https://github.com/MLGlobalHealth/stan-case-study},
  note = {GitHub repository},
  doi = {10.5281/zenodo.13939394},
}

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A detailed contributor guide for implementing new distributions in Stan Math Library

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