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Professional statistical software development: What, why, and how

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  • Yulia Marchenko

    (StataCorp)

Abstract

In this presentation, I will talk about professional statistical software development in Stata and the challenges of producing and supporting a statistical software package. I will share some of my experience on how to produce high-quality software, including verification, certification, and reproducibility of the results, and on how to write efficient and stable Stata code. I will also discuss some of the aspects of commercial software development such as clear and comprehensive documentation, consistent specifications, concise and transparent output, extensive error checks, and more.

Suggested Citation

  • Yulia Marchenko, 2025. "Professional statistical software development: What, why, and how," 2025 Stata Conference 15, Stata Users Group.
    • Handle: RePEc:boc:usug25:15
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    File URL: http://repec.org/usug2025/US25_Marchenko.pdf
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